Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T13:36:57.011451Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 100 of 143 outbound references and 79 inbound Pith citation observations for arXiv:2410.02644.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T13:36:57.011451Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T13:00:07.559162Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T06:15:00.866473Z
100 of 143 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0f302d2d-8f48-400d-a91e-a1a37ede8cce · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc79f650-8870-4fe3-a6be-bacc541c3130 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents The 2023 Conference on Empirical Methods in Natural Language Processing , year=
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a6bc1b27-ed66-4861-b6b5-53dfc31eae26 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 33rd USENIX Security Symposium (USENIX Security 24) , year =
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ed560cfa-2ff3-4421-8b6a-c551bfc12722 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1d5ef2f3-ac26-4a49-bf95-33985087bd25 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 44b007c3-9e94-4d36-8969-c3b9e1018812 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b568cfde-5ca2-463c-ad11-82e691a11224 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2022 , journal=
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 779206c7-b680-4b78-8232-841c6fbcf1c8 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents NeurIPS ML Safety Workshop , year =
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2bc061a7-f2b4-45cb-ab3c-7e98aa2a0b7e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Retrieval-augmented generation for knowledge-intensive NLP tasks , year =
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 36b5d786-8e4b-421f-b426-f9c4cc62d21a · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents The Impact of Reasoning Step Length on Large Language Models
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3ff12715-2172-436c-9089-042dfc3cc232 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , eprint=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 60e0e7c4-d376-4913-a2bc-fbbda42421aa · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2022 , eprint=
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dcb0c349-20d4-4e96-b6c4-856022c4fd41 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents A Survey of Man In The Middle Attacks , year=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9bc35b71-d36d-4550-85e6-ec9e87a858d4 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents arXiv , year=
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee261799-e044-4050-8f7d-2f8dcd2eae00 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , journal=
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 67379ddb-5c1e-4b90-8a2d-04e5dd19acde · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , publisher=
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9aad6066-ab50-4788-9adf-b7d5a532b439 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents GPT-4 Technical Report
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 790bd615-7318-42fe-9894-6a94e1347cab · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents OpenAI Blog , year=
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e691c624-7637-4a70-a45d-5b34401096c1 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents OpenAI Blog , year=
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d48e9712-fed9-47e9-8667-6af7e6b8dc6e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , url =
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29655ecd-61e3-48df-8443-afd739120084 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents URL https://arxiv , volume=
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56332c25-5aef-4489-adf9-cc8017a3f569 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track , year=
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 67e9e9ee-ac13-4044-b597-0de93e0662cd · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Rab: Provable robustness against backdoor attacks , booktitle =
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45278ad0-0e0f-4175-9f39-23c5fd282962 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Advances in Neural Information Processing Systems (NeurIPS) , year =
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 718ed8a2-39f6-4138-a81d-192d70de2124 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents International Conference on Machine Learning , pages=
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6d0f3c18-b513-4fd4-a1fc-3e7ad22a1cb5 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 39a82801-c1da-499d-a91c-960c8bd5de61 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Advances in neural information processing systems , volume=
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5eb016b2-c542-4bc8-88ff-d978c58e2e1d · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 82eb00d2-ba63-4410-8d84-50c63fb22330 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 36th International Conference on Neural Information Processing Systems , articleno =
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eea54bcc-8303-425d-b797-14d2be0a6ba0 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d9288bce-1a14-4297-afc2-22cf9e2252dc · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents In Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f2c942f7-b58d-480c-8a84-6727682591a2 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c237b50d-6f1e-44d0-8e41-436c01c918e5 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , eprint=
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 23b9cdf5-1b36-4836-b2c6-5062c0d25248 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 16714606-bb46-4f9f-864b-ad282d9f20c9 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f71694d-5a19-4430-83b5-84738df4d9e0 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 IEEE Security and Privacy Workshops (SPW) , pages=
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4909b3dc-7415-47a3-8e01-abed55539dd2 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security , pages=
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 714092db-543b-4077-8064-f7c5ded6668c · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8facc36f-a5a2-49cf-baf1-195b89840d7a · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , eprint=
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 42884a1b-9c76-497e-91ae-a05988b6aec7 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a3177c5e-adc6-4f7b-b5d3-9c03b7009ff1 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b53363d7-4ada-4724-ab57-0bf89504a187 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d753c699-05b2-49a5-9237-cd9c06be9a4b · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Maddison and Tatsunori Hashimoto , booktitle=
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f2c018c3-9266-4a2f-af8f-fe2126da702e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1e068fd6-7710-4884-aa34-8b5261a7be38 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents arXiv , primaryClass=
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4697392-22a7-4cb7-b3af-e5b070aaf893 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents EMNLP , year=
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a4221a37-ab21-4d65-a0b7-d25be155837e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e76ef73b-ec20-409c-a705-b169e65424b9 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , eprint=
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4864ee39-8aa9-4b6c-a40b-80df91346a4c · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , url =
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5b8bc126-fdf0-44a6-b15d-8ebccc43d7a6 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , howpublished =
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 25d40eeb-37e6-40e4-869d-365084a8aa50 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , howpublished =
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be2ef07f-56b3-49e5-b225-c33b68dc819f · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2024 , note =
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e1879d31-0400-4eae-8278-7624b48c6dbc · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 41st International Conference on Machine Learning (ICML) , year =
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52fcc9d6-e93d-4a07-a017-3e1361207d0b · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 406140e4-372b-4156-93f3-20e9408824e8 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , eprint=
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8c90f575-be9e-40f6-8527-75f84d83b4ac · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2023 , eprint=
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 79615d7b-d279-4074-b654-f26f4e01d70f · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS), Track on Datasets and Benchmarks , year =
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b6057ff-e9d7-495b-8b22-87d0bee3b9ba · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Adversaries Can Misuse Combinations of Safe Models
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c5cfca29-b7e8-4099-9d89-5061872ffee6 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 122f477c-9639-4c41-9f58-9118411cabfa · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Available at SSRN 5062105 , year=
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 818626af-4551-4cad-b6fb-c1f92dc006ef · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents 2025 , eprint=
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f9093915-e172-4168-bc35-98f8fc47c380 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Conversational Health Agents: A Personalized LLM-Powered Agent Framework
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e5f8d000-7b8b-4456-aad3-0420bf5a8488 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Detecting language model attacks with perplexity
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f90f8c21-f61d-4c24-af1e-173af01533a0 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Model leaderboards
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0b880e81-9f9c-4e1c-be29-577b0d763819 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Claude 3.5 sonnet
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65b6d7ca-6b07-48b2-97ac-575075dd1ca0 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Api-blend: A comprehensive corpora for training and benchmarking api llms
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ddfb43f4-7aa4-42eb-826c-12d86e383b46 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Branch, Jonathan Rodriguez Cefalu, Jeremy McHugh, Leyla Hujer, Aditya Bahl, Daniel del Castillo Iglesias, Ron Heichman, and Ramesh Darwishi
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 79e8cdc7-e4e5-4d25-9bdf-430e16a0006a · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents BadPrompt: Backdoor Attacks on Continuous Prompts
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5cfcf83a-be81-421e-82a6-f48ab34cadbc · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 05eb6d93-f0c7-45f9-9bfc-5af1098e3465 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents A survey of man in the middle attacks
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4b602537-a16a-4161-afb9-b6986f99baac · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Agentdojo: A dynamic environment to evaluate attacks and defenses for llm agents
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 418ce3f1-111c-4220-9881-b5fd75246a8f · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents The Philosopher's Stone: Trojaning Plugins of Large Language Models
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f4ef4d6-091d-409d-8f46-77d68bdc66bb · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents The Llama 3 Herd of Models
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b0592dd1-d8a1-4607-b72d-b53eb871acc1 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Ai prompt optimization services
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c45d253-0926-4951-9c1d-96869f4ee9b3 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Openagi: When llm meets domain experts
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ec95e0ca-d760-45cf-a916-cf41f788db28 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0784c72-8e7a-48d6-83b5-dd9cd5bd7ac4 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Rapidapi hub
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1934347b-aba6-4d28-bec7-3e0f3d9e27af · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Using gpt-eliezer against chatgpt jailbreaking
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eede8d70-ef24-465d-a0af-b6e361821213 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Not what you've signed up for: Compromising real-world llm-integrated applications with indirect prompt injection
Reference 101
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 04b35710-f305-451b-b9a3-f3f84fc19f76 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Securing llm systems against prompt injection
Reference 102
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4752e341-a23b-48bc-aacb-e67578052f9e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Trustagent: Towards safe and trustworthy llm-based agents through agent constitution
Reference 103
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ab6ae8f-db1a-4e24-b73b-2ebe41667118 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
Reference 104
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69492c6f-88b4-4c7f-ba37-891b44b0c21b · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Reference 105
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8947ddd-2ece-4614-ac5d-0119c1e25b9b · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Baseline defenses for adversarial attacks against aligned language models
Reference 106
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 98f74d82-578d-4bb2-a54b-df80e4f273dc · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Mixtral of Experts
Reference 107
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ccd147ee-5171-42fc-b2b9-7a45c472609c · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents The impact of reasoning step length on large language models
Reference 108
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf93ba74-5279-4adf-8c14-ab37143ef9c2 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding
Reference 109
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d68421d-231b-47bb-85d0-4d32dee11f78 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Unresolved cited work
Reference 110
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88eb2081-cff7-472f-992f-49cf9235224a · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Backdoor Attacks for In-Context Learning with Language Models
Reference 111
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6080923-ea21-4dbd-b0f0-733b44e75a9a · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Exploiting programmatic behavior of llms: Dual-use through standard security attacks
Reference 112
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06fbc4d5-d866-4fb1-87f7-168fec7b0d3f · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Large language models are zero-shot reasoners
Reference 113
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be92c361-22d2-4b27-8e99-5c0bd86a4f4c · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Random sequence enclosure
Reference 114
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2b1d651c-c43e-4f8d-84d8-62c3043f4f55 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Instruction defense
Reference 115
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6e07628d-a822-4c4a-b687-8646a1d60705 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Sandwitch defense
Reference 116
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 10a29236-5198-4d1d-92dc-54614efc2e05 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\
Reference 117
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 150e10ab-4830-4988-b780-e4a23cb89c6c · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents BadEdit: Backdooring large language models by model editing
Reference 118
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4bfe2f0c-2475-4567-8ba0-f5722eb71e90 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Prompt Injection attack against LLM-integrated Applications
Reference 119
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 75180926-31e7-48b6-8c5a-b09d45f77d5e · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Formalizing and benchmarking prompt injection attacks and defenses
Reference 120
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 564029f0-adab-4ae5-817d-cb12edf903c8 · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents A Language Agent for Autonomous Driving
Reference 121
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 54681231-d39d-43fa-abed-4a4e27a6b38b · outbound
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Membership Inference Attacks against Language Models via Neighbourhood Comparison
Reference 122
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 603e05ed-08a7-43b6-8706-c1438a0a5bc4 · inbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 148
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d91f052f-3431-4065-99fd-1609a0f26500 · inbound
Breaking the Code: Security Assessment of AI Code Agents Through Systematic Jailbreaking Attacks Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b863666-0c3f-49c8-9e41-01d8a6bf099b · inbound
Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 241
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a86d7c8c-49a7-4c9f-af6d-dbf61872b44a · inbound
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 88
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80906609-7ff6-4c86-a749-eff58872a302 · inbound
Formal Policy Enforcement for Real-World Agentic Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aec9eeee-152b-4c8c-a487-aaf4d4ac4ea3 · inbound
Tracking Capabilities for Safer Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 383ed561-f98d-44d8-8afe-f452e8fc9064 · inbound
Security Considerations for Multi-agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 160
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d5cdd15b-74a5-47f8-8389-8f3eaed0b352 · inbound
Safety Under Scaffolding: How Evaluation Conditions Shape Measured Safety Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02aa3dc2-b50c-4160-a76a-cc3cad55bcbd · inbound
AgentHazard: A Benchmark for Evaluating Harmful Behavior in Computer-Use Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df85d7a4-f558-4be6-b7e9-f0ae57939c78 · inbound
DRAFT: Task Decoupled Latent Reasoning for Agent Safety Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8ce834dd-2314-4dcf-9bef-42884f498a57 · inbound
Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d2d7af40-0f65-4ce1-8efa-7d98ee9266a0 · inbound
The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail? Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5a89ba85-c69e-494e-babe-c6ce8fe8cc3d · inbound
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 97fbf649-0757-4a00-8f62-fcc7ba4c200f · inbound
SoK: Security of Autonomous LLM Agents in Agentic Commerce Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 136
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5b50b6df-5254-4025-a524-0b2a1668e4a9 · inbound
SafeAgent: A Runtime Protection Architecture for Agentic Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0ddaf1e2-81bf-426e-86b4-49b045d148a0 · inbound
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ef20789c-070a-4fdd-a413-b2c8ed6a5a15 · inbound
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a890388-5b46-4deb-9658-29857e30f8c7 · inbound
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9a4de58-d68a-4012-99e7-25c776c3f130 · inbound
EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f5d4db5e-bc0a-45ed-88ce-0f33252a5f36 · inbound
A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c46d0cc-30d8-4c7f-b727-9c697c765251 · inbound
SUDP: Secret-Use Delegation Protocol for Agentic Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d09f1eb8-0714-48c7-be3e-c0b36e656745 · inbound
SUDP: Secret-Use Delegation Protocol for Agentic Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 54aaa9b7-e127-40d9-ab72-3a80321fd970 · inbound
Enforcing Benign Trajectories: A Behavioral Firewall for Structured-Workflow AI Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29d7e2a3-0c59-402d-8a22-bf7f0d12dfd3 · inbound
Semia: Auditing Agent Skills via Constraint-Guided Representation Synthesis Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de3d01fa-3d46-4d4a-88e4-9be6363380a1 · inbound
Toward a Principled Framework for Agent Safety Measurement Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c0053466-8274-4ab9-abdb-657c0a7bda7f · inbound
Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5810d7c-686b-4ece-abfb-02148e484e0d · inbound
Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 852de75c-593c-432b-ac3e-39367ae2c975 · inbound
ARGUS: Defending LLM Agents Against Context-Aware Prompt Injection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a01be466-91d5-4509-9d5e-3ad5b58754b0 · inbound
MEMSAD: Gradient-Coupled Anomaly Detection for Memory Poisoning in Retrieval-Augmented Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb61d9f9-966d-41ea-8b27-ded3e3d28a66 · inbound
MEMSAD: Gradient-Coupled Anomaly Detection for Memory Poisoning in Retrieval-Augmented Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bfeb2fe0-18cf-4594-aa68-3f509e5bae6e · inbound
SkillScope: Toward Fine-Grained Least-Privilege Enforcement for Agent Skills Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 60c9c6e5-77ac-428d-90fa-e0414e5d0b22 · inbound
Constraining Host-Level Abuse in Self-Hosted Computer-Use Agents via TEE-Backed Isolation Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b66ae53d-4030-416d-86b1-a123a83af239 · inbound
Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 154
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66d6c21d-242a-41ad-b550-54312eee829f · inbound
Demystifying and Detecting Agentic Workflow Injection Vulnerabilities in GitHub Actions Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae411fa1-30d3-4b0d-8228-3d205ef23c2a · inbound
Demystifying and Detecting Agentic Workflow Injection Vulnerabilities in GitHub Actions Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 382ed6b3-1542-4d6f-afaf-849e4b57a387 · inbound
Unsafe by Flow: Uncovering Bidirectional Data-Flow Risks in MCP Ecosystem Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 61bb0ed7-b66b-49c4-b302-03bfd9929683 · inbound
AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 167
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a0a65c4-dbb7-4b25-a040-9266f4c41a94 · inbound
When Child Inherits: Modeling and Exploiting Subagent Spawn in Multi-Agent Networks Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2f730d1-d62b-45b5-954f-adba4da6f05e · inbound
When Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4d6708fe-e7c5-4501-b309-490527c55fd7 · inbound
When Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1cd6a57a-8fc5-47c7-81e6-1da15b053b25 · inbound
EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de632d70-5855-402d-989b-87f693080b84 · inbound
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d17932e8-2a7f-4466-ae88-688e02e2d13a · inbound
On the dilaton gravity of analogue black holes Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce90546b-7f3c-4f3d-b050-5ebed62c8b0f · inbound
Red-Teaming Agent Execution Contexts: Open-World Security Evaluation on OpenClaw Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f25138af-0b06-4b00-999e-b7bd72b716a9 · inbound
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de946cb4-f319-40ef-b06a-9678e787f9a9 · inbound
Hierarchical Attacks for Multi-Modal Multi-Agent Reasoning Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 082c934c-a85d-443c-a90d-18a8e8127465 · inbound
Sleeper Channels and Provenance Gates: Persistent Prompt Injection in Always-on Autonomous AI Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 35fd11f3-8d94-423b-b379-07f2ba011b0a · inbound
Web Agents Should Adopt the Plan-Then-Execute Paradigm Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6bdd1a1-6a24-4dad-b7be-123f13f5c09c · inbound
Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7dce6993-0dd2-4be1-bfe2-2222263e072b · inbound
ADR: An Agentic Detection System for Enterprise Agentic AI Security Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 80704353-e5d1-47cb-8147-d0976cf8267d · inbound
Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool Feedback Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad9e6848-9d7a-4502-90f6-7a721179e310 · inbound
LivePI: More Realistic Benchmarking of Agents Against Indirect Prompt Injection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3abaaa3f-07ea-4a7c-8149-47e9683f98a5 · inbound
LivePI: More Realistic Benchmarking of Agents Against Indirect Prompt Injection Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cffb1fae-e727-45d1-b564-eb2038453ba2 · inbound
Be Kind, Rewrite: Benign Projections via Rewriting Defend Against LLM Data Poisoning Attacks Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99bb09ca-6559-40ec-9e3f-ff3d851d9dad · inbound
Aligning Provenance with Authorization: A Dual-Graph Defense for LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cbc38eb6-123c-4ced-9849-cac69edd6ec2 · inbound
Towards Demystifying and Repairing LLM-in-the-Loop Vulnerabilities Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 58f613b7-deaf-4efd-8e30-e52ea894b7c1 · inbound
Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 246
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09e1267f-661c-41b4-9892-b98d517b7455 · inbound
Brain-Prompt Injection: A Route-Safety Audit for BCI-LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b910bf93-5ad1-4264-943d-49f0d57d17fb · inbound
SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6d6fe91d-88f5-42c3-beef-2a4420bf1e03 · inbound
Order Is Not Control Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ac1b8d2-3149-4362-adf8-b998fb7df876 · inbound
Who Pays the Price? Stakeholder-Centric Prompt Injection Benchmarking for Real-world Web Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e52ed15b-c60a-434c-88e1-4a67a4e0b550 · inbound
From Shield to Target: Denial-of-Service Attacks on LLM-Based Agent Guardrails Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 12b64d33-8fad-4c59-8946-f757bd2760ff · inbound
AutoDojo: Adaptive Black-Box Attacks Reveal the Limits of IPI Defenses and Task-Specification Effects in LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f1ba769d-caec-44da-8f08-5d421976b0d7 · inbound
Think Twice Before You Act: Protecting LLM Agents Against Tool Description Poisoning via Isolated Planning Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 96506f03-a1e9-4bf4-bd5f-b681860313f0 · inbound
RIFT-Bench: Dynamic Red-teaming For Agentic AI Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cde73945-4960-405f-8903-f51910e0c308 · inbound
Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 129
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52618e1e-d08c-4721-9348-cff9c83832eb · inbound
Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8ecaf8ac-cb16-46f9-b9d3-1c1419778c20 · inbound
Operational Evidence Gaps for LLMs in Fraud Detection and Trust-and-Safety Workflows Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f5d9c08-2fe4-495f-bbb6-56a7c896eafc · inbound
MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59aa6030-0cdd-429a-b803-5ec70a09ab28 · inbound
How Do You Choose Your AI Component? An Interview Study of Secure AI Integration in Practice Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 119
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaf8b5b4-0d15-4981-a825-f1342f6301ed · inbound
Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go? Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d115aadd-394f-482b-9a3e-b7b035fc542e · inbound
ChannelGuard: Safe Models Do Not Compose into Safe Multi-Agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48bcac9d-1961-437b-a039-51f235b0dcad · inbound
IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 245c14bd-6156-45b4-9fb3-078ac453d8bd · inbound
Isolated but Exposed: Persistence-Based Memory Extraction Attack on LLM Agents Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf33890-f0bd-4a1b-9675-fcbf3357c1a8 · inbound
SafeFlow: Semantic Information-Flow Control for Blocking Malicious Propagation in Multi-Agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ac8360-d29e-428f-bcd8-2bf4a99ab2e3 · inbound
IH-Benchmark: A Conflict-Centered Benchmark for Instruction-Hierarchy Robustness in LLM Applications Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03156622-021f-43a8-884d-63311c262b19 · inbound
GPT-Red: Automated Red Teaming via Self-Play at Scale Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aa731a2-36a4-44e4-85b0-818ff43ed3db · inbound
Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a91b1a6-7b23-44d8-b540-58c48773e4f9 · inbound
Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.