Paper Citation Record · LEDGER

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2402.11208.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2402.11208 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:20:36.509871Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T17:30:00.247699Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation dc95d32b-4e0e-4dd5-9757-f3e3608acd87 · inbound

Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents cites this paper.

Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 154

Resolution: verified exact; arxiv_id, observed 2026-05-12T13:36:57.217270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a349e8f4-169b-4c4b-b81d-00cbf748f647 · inbound

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents cites this paper.

Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 292

Resolution: unresolved; no resolver link, observed 2026-08-12T20:36:02.751694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e76d485e-b5ea-4ccb-a48b-d846bb378a71 · inbound

Towards Action Hijacking of Large Language Model-based Agent cites this paper.

Towards Action Hijacking of Large Language Model-based Agent Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T15:41:57.376336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10781369-72d7-4515-8178-1a62af2f5764 · inbound

A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations cites this paper.

A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-09T00:50:00.410625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f68dc76-45a4-4ecf-8a2c-213780f94de8 · inbound

Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks cites this paper.

Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T04:37:28.771627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64bf189-c660-4e87-892d-553556a9982c · inbound

Inducing Vulnerable Code Generation in LLM Coding Assistants cites this paper.

Inducing Vulnerable Code Generation in LLM Coding Assistants Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T11:20:36.505233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dee3e36-25f9-43a7-b038-6692bfa99992 · inbound

Inducing Vulnerable Code Generation in LLM Coding Assistants cites this paper.

Inducing Vulnerable Code Generation in LLM Coding Assistants Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 208

Resolution: unresolved; no resolver link, observed 2026-08-16T11:20:36.509871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab940673-22a3-405a-8801-09b08bd359b6 · inbound

From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents cites this paper.

From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:28:15.523978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a232fe-d0e5-4c3d-8a9e-6497b47034af · inbound

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset cites this paper.

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T20:24:51.618514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0339e08d-258e-42fe-b4d9-9c902b4be467 · inbound

SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator cites this paper.

SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:47.887091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21fdf16a-3a3e-46bc-86fb-bab11666b168 · inbound

When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs cites this paper.

When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:27.855573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c05918-8fd1-42f2-8f56-a1613f3a8088 · inbound

Your Agent Can Defend Itself against Backdoor Attacks cites this paper.

Your Agent Can Defend Itself against Backdoor Attacks Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:20:51.530424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5b2398-e406-4521-9b29-a04e8c84df64 · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 124

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:45.100088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5acc01d1-2c60-4f78-90df-38cd86518f65 · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:21.822190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5cd36f-eddb-4354-bea5-f404b9a82280 · inbound

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation cites this paper.

Layer-Wise Perturbations via Sparse Autoencoders for Adversarial Text Generation Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 151

Resolution: unresolved; no resolver link, observed 2026-08-05T20:31:46.576149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e26952c-cbb5-4d70-9024-993a39520b6b · inbound

Where Do Backdoors Live? A Component-Level Analysis of Backdoor Propagation in Speech Language Models cites this paper.

Where Do Backdoors Live? A Component-Level Analysis of Backdoor Propagation in Speech Language Models Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:24.301619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abeec771-ec7b-4531-9180-d988c1d655be · inbound

HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents? cites this paper.

HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents? Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:34:29.357923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ccc5daa-94ff-40b8-81c2-86019f1fe20b · inbound

SafeClawBench: Separating Semantic, Audit-Evidence, and Sandbox Harm in Tool-Using LLM Agents cites this paper.

SafeClawBench: Separating Semantic, Audit-Evidence, and Sandbox Harm in Tool-Using LLM Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-03T22:18:59.751375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f4a2783-36eb-495c-8d2a-2bff74ac3f53 · inbound

Securing LLM-Agent Long-Term Memory Against Poisoning: Non-Malleable, Origin-Bound Authority with Machine-Checked Guarantees cites this paper.

Securing LLM-Agent Long-Term Memory Against Poisoning: Non-Malleable, Origin-Bound Authority with Machine-Checked Guarantees Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:30:00.249178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 09089e9d-61ff-44ef-888d-9350076d7ed5 · inbound

FORGE: Research-Trajectory Hijacking Attacks on Deep Research Agents cites this paper.

FORGE: Research-Trajectory Hijacking Attacks on Deep Research Agents Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Reference 102

Resolution: unresolved; no resolver link, observed 2026-07-11T14:39:55.782891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.