Pith. sign in

Paper Citation Record · LEDGER

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems

As of 11 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2604.04426.

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

pith.paper-citation-record.v1
2604.04426 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T20:25:58.113363Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T09:05:22.096955Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T10:09:45.243392Z

Reference resolution

29 of 29 outbound references displayed

  • verified exact8
  • verified fuzzy12
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc1d3597-a806-47df-927e-41ed4522e2d9 · outbound

This paper cites Prompt Injection Attack to Tool Selection in LLM Agents.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Prompt Injection Attack to Tool Selection in LLM Agents

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-16T17:08:29.210920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:f2e326974525f462237b5564e97d68b39abe84a7645bfece0863067771369e34

Observation a710d3b9-eadb-4cc8-bc98-b34de8988cc1 · outbound

This paper cites Attractive metadata attack: Inducing llm agents to invoke malicious tools.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Attractive metadata attack: Inducing llm agents to invoke malicious tools

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:52.968452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:ce6f3a4cd90226f3831a944398a51e8f98b19b891ea1704a1258d167537db36c

Observation 615af855-fdc1-46a8-96fb-41ee5a592b11 · outbound

This paper cites ToolTweak: An attack on tool selection in llm-based agents.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems ToolTweak: An attack on tool selection in llm-based agents

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:53.008858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:185f0c702b60b70e3f25f104fca6b65e20a7a78ed6d569a1178fb3e54fbbac6b

Observation c7e08dc0-6792-4ba8-b660-df802634ac51 · outbound

This paper cites arXiv preprint arXiv:2503.22738 , year=.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems arXiv preprint arXiv:2503.22738 , year=

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T21:55:53.043236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:e472c62690f59b9e42b79c32487e38a8ef6274dad437285ee55e56403fb71191

Observation 7ab18915-0a32-4b7c-a9a1-733fd381c5c9 · outbound

This paper cites mcp-scanner: Mcp server security scanner.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems mcp-scanner: Mcp server security scanner

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.314683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:b1f8d52cd6a3cbd42475d73b2faf29b2345aedb1045daf18d1e89ef7210c2c5e

Observation 8fd8e110-6bed-41dd-916e-5bc17c6ab9f5 · outbound

This paper cites mcp-scan: Mcp security scanner.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems mcp-scan: Mcp security scanner

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.310730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:c081e26f03e9ac5f92979ae628b2e543e7325cff0c9905c0dfa7925c254a9f6e

Observation 668cdf24-7ee3-4a9a-81cc-30a125d81ef6 · outbound

This paper cites Mcpsecbench: A systematic security benchmark and playground for testing model context protocols.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Mcpsecbench: A systematic security benchmark and playground for testing model context protocols

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:53.035300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:de1d9f2befa72825b2b7cb8092a90774daf3f2c67fb29e2e46ad4d933ebaf07c

Observation b2136d16-8ffc-47ea-b3c5-a8d0aefd8508 · outbound

This paper cites MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:53.026950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:b37102af02470adb1e4e38a76882331dea9c9f6f756aaf4d3b4d94293980f483

Observation a5123134-8534-4417-966f-2853b6f81826 · outbound

This paper cites Mcp-safetybench: A benchmark for safety evaluation of large language models with real-world mcp servers.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Mcp-safetybench: A benchmark for safety evaluation of large language models with real-world mcp servers

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:53.055038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:d537da132082c9c88110d96d1061d663f4b1d8ee8a18a394a9c6d3bd33cfadfd

Observation 0a06e5e1-d0ec-4d6e-ba1f-a587435c3bf3 · outbound

This paper cites Zhang, Z.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Zhang, Z

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T21:55:52.977762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:cee69a2fe102d35c17b1a076dd50edebc13c8e6ebe42ff599dc420189ec1786d

Observation 169569fd-5785-4258-a957-a587f1f2dad0 · outbound

This paper cites Mitre att&ck framework.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Mitre att&ck framework

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.303330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:b0caca77edaa19ea6672ad7fbebf78674ec722c43c48e9b3338cd395aad862c1

Observation fee4a0ea-2267-4b6d-991a-2666f72c0ddd · outbound

This paper cites From allies to adversaries: Manipulating llm tool-calling through adversarial injection.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems From allies to adversaries: Manipulating llm tool-calling through adversarial injection

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.307144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:860d47417ef4a9e4c86d01cf5d1b5bdd8f47d7e7d47c0f17c804e01d523dcaaf

Observation e0277e4d-6285-4784-b52d-84bcfeb043d2 · outbound

This paper cites Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:52.991265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:b88f518798887474a646edd223d372e91d7e9d7ed370e691cccaa6f3579cc488

Observation e104e959-3b76-41c6-8dae-fc303042de65 · outbound

This paper cites AdvAgent: Controllable Blackbox Red-teaming on Web Agents.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems AdvAgent: Controllable Blackbox Red-teaming on Web Agents

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T21:55:52.954590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:c7a0db95742404b26afe3257056798f88af3f422ceb6438727ffe7d5cb0e59b9

Observation 87d04d91-7b08-4f0c-aef4-d3955baf7723 · outbound

This paper cites ramparts: Fast rust mcp scanner.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems ramparts: Fast rust mcp scanner

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.354341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:ae82a99a145eee13b8adb15b35550474c156cb974f076dcd6433c1e9f9c273d5

Observation 81ac1f47-b054-4e53-ad23-b57c26d9341d · outbound

This paper cites Suricata: Network ids/ips and security monitoring engine.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Suricata: Network ids/ips and security monitoring engine

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.323152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:1ba1bd3ac7c6b3d3bca1b09d92d6497d17e58ef79c1b4935c89a48f73e887aa9

Observation a9e4b492-f20f-4d5e-a585-bf131e424250 · outbound

This paper cites Safe- nid: Self-attention with normalizing-flow encodings for network intrusion detection.Transactions on Machine Learning Research.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Safe- nid: Self-attention with normalizing-flow encodings for network intrusion detection.Transactions on Machine Learning Research

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.327045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:93076d3d71584e0f4426aa8ad8f9a70116be8a450a38b3d672c31d14d4d1471b

Observation 78b5e2ea-2dab-43fb-8c81-5208e0f867a8 · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.339473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:b556ef31fed5c1bad2bb052b1c345d36c959ceb598d782713e783b62113555f4

Observation 4627ce96-eec5-4412-baa9-cc20aa33b45a · outbound

This paper cites benign" if no attack detected. Nothing else should be returned.,→.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems benign" if no attack detected. Nothing else should be returned.,→

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.335627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:1497beb3e198c45431707b982622e88e135edfedf814f798b6ae8645ea86e51b

Observation 84fc7b55-bf0e-4b6f-ba22-4efc6bc89e85 · outbound

This paper cites Could you use the`get_current_time`tool to find out what the local time is in'Asia/Kolkata'? I need to schedule a call.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Could you use the`get_current_time`tool to find out what the local time is in'Asia/Kolkata'? I need to schedule a call

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.331461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:58aa36831ddfdffc7312654cbd676bf1954ae4a8a95f4bbde679cd6bb7924edd

Observation 6e316e94-6d74-4d34-a972-15200af63c59 · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.350465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:70210d38e568e67ff0514884b34a13059447eed5f606eb94aa44ada0ade05fe7

Observation a386e89a-bba5-4e76-8e2b-cb3190c11b2b · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.358153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:286022112cd0923a796d27698f0c69fd59b042433b9a108a76c9ce34d0f25246

Observation 135fadc6-9b4e-4827-91b4-0f3cfc0cfb72 · outbound

This paper cites (dozens of repeated SNMP request/response pairs).

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems (dozens of repeated SNMP request/response pairs)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.367504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:14f565e37a5987c8608a6c18d192ba6f2ecd2a77464eaebad074683f38432fd9

Observation 83727bbc-c5b6-4dc7-b726-db7774cb1c9d · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.376004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:bd43f3be7a512d2fd21ffe0c887c5c65c4b207300d9ac3cd0c7ab53940537327

Observation 56ff15b9-0301-4818-b807-9a2aa0937be1 · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.371797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:3129b009f3ae52ddfc3e2f9cee89b7750415115d5b86eaae1c45e374be64b547

Observation 17bb21f4-c57d-4e1f-abb9-f502738b89cf · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.319254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:e92e4490b2d119b303a1e754547c9385a71b27b08acd70cc0ca3ac2a912a5d0c

Observation 8f8e9fa6-de61-4ca7-bcd1-15b58fb4e8ea · outbound

This paper cites an unresolved cited work.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-16T01:32:05.343030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:013110eb8c63e9987dee0ad38573299baffc77c2663c5306cd086a1b31a4a718

Observation 590e4174-4548-4f3f-bd93-45c6f294e699 · outbound

This paper cites timezone.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems timezone

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.346642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:24fe523d74a1a10012468c834853af8879e11fe909d375604082e806fc0af5af

Observation f6b5b861-7799-4130-946f-a324f2644929 · outbound

This paper cites single-flux.

ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems single-flux

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:32:05.362947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T20:25:58.113363Z digest=sha256:4ff523be54b82a5d5ab1b3535e8c09f08fe09844796ac3818ce02a4a0389cbeb

Pith citing papers

Observation 65610a16-9a9c-49c3-9a06-e6951179585f · inbound

When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents cites this paper.

When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T10:09:45.247069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T09:05:22.096955Z digest=sha256:e3d6a3b2ffb8af5a72d80c79d19a458db9f1b3dab050f3325bff2923df4227ed