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Paper Citation Record · LEDGER

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI

As of 8 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2602.19021.

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

pith.paper-citation-record.v1
2602.19021 v2

Coverage vector

measured 71 of 71 reference resolution

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measured 71 of 71 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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71 of 71 outbound references displayed

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Outbound references

Reference 1

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Reference 2

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Reference 3

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Reference 4

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Observation a1747159-b10a-4385-8e75-01dd5bc6821d · outbound

This paper cites When LLMs meet cybersecurity: a systematic literature review.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI When LLMs meet cybersecurity: a systematic literature review

Reference 5

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Reference 6

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Reference 7

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Reference 8

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Reference 9

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Observation a23af786-697a-4d29-9657-bf38260685eb · outbound

This paper cites Automated code generation security risks.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Automated code generation security risks

Reference 10

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Reference 11

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Reference 12

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Observation 2591636b-2c37-43ce-b12a-487be146ee02 · outbound

This paper cites A survey on large language model (LLM) security and privacy: the good, the bad, and the ugly.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI A survey on large language model (LLM) security and privacy: the good, the bad, and the ugly

Reference 13

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Observation 75440deb-c1d9-4386-981a-7314b139dc39 · outbound

This paper cites Exploring the dual role of LLMs in cybersecur - ity: threats and defenses.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Exploring the dual role of LLMs in cybersecur - ity: threats and defenses

Reference 14

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Reference 15

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Reference 16

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Reference 17

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Reference 18

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Observation b601bb6d-c0bb-4ea4-ab63-6ac8083be969 · outbound

This paper cites Interim measures for the management of generative artificial intelligence services.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Interim measures for the management of generative artificial intelligence services

Reference 19

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Reference 20

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Observation 516c6d9a-0c25-4bee-9218-749e6454cdfe · outbound

This paper cites National strategy for artificial intelligence.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI National strategy for artificial intelligence

Reference 21

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Reference 22

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Observation d5f79266-7611-4992-b92e-91b31c61e8ee · outbound

This paper cites Advances and open pro - blems in federated learning.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Advances and open pro - blems in federated learning

Reference 23

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Reference 24

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Observation 5c28e89a-a56b-43b8-ac71-ecbc025db964 · outbound

This paper cites Why should I trust you? Explaining the predictions of any classifier.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Why should I trust you? Explaining the predictions of any classifier

Reference 25

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Reference 26

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Reference 27

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Observation d4e8be87-307f-4769-b83f-63628b8121bd · outbound

This paper cites Cybersecurity almanac: 100 facts, figures, predictions and statistics.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Cybersecurity almanac: 100 facts, figures, predictions and statistics

Reference 28

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Reference 29

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Reference 30

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Observation 4baaef21-58b2-43f6-9fbf-451f62be44c4 · outbound

This paper cites Asleep at the keyboard? Assessing the security of GitHub Copilot’s code contributions.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Asleep at the keyboard? Assessing the security of GitHub Copilot’s code contributions

Reference 31

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Observation 91c70f6b-352b-48e9-b08b-9cd79f8d5d18 · outbound

This paper cites Security implications of AI-generated code.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Security implications of AI-generated code

Reference 32

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Reference 33

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Reference 34

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Observation 4fcf0620-9c6d-4c29-8c21-a64dd9f77202 · outbound

This paper cites Combating WormGPT: What you need to know.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Combating WormGPT: What you need to know

Reference 35

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Reference 36

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Reference 37

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Reference 38

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Observation f70cb2bc-0b72-4998-8afb-68301780fccb · outbound

This paper cites On the feasibility of using LLMs to autonomously execute multi-host network attacks.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI On the feasibility of using LLMs to autonomously execute multi-host network attacks

Reference 39

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Reference 40

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Reference 41

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Reference 42

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Observation 0965d10a-c55d-49dd-8bb1-ebbd32a2c188 · outbound

This paper cites Operationalizing large language models for cybersecurity: Infrastructure, scalability, and perfor - mance benchmarks.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Operationalizing large language models for cybersecurity: Infrastructure, scalability, and perfor - mance benchmarks

Reference 43

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Reference 44

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Observation f0a2597e-ef22-4142-890d-6d7ebc4a7f2e · outbound

This paper cites Data privacy and compliance for large language models (LLMs).

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Data privacy and compliance for large language models (LLMs)

Reference 45

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Observation 3d97c767-e3ed-4f62-a590-2e8923654a0d · outbound

This paper cites What is large language model (LLM) security.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI What is large language model (LLM) security

Reference 46

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Observation 090ca8c2-4ca2-47fb-9334-b858afbff047 · outbound

This paper cites A framework for trustworthy AI in cybersecurity operations.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI A framework for trustworthy AI in cybersecurity operations

Reference 47

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Observation 9425dc7f-5d12-4c31-8e1b-e7f50f548be9 · outbound

This paper cites CrowdStrike vs Palo Alto: 5 key differences and pros & cons.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI CrowdStrike vs Palo Alto: 5 key differences and pros & cons

Reference 48

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source=pdf_text observed=2026-08-02T21:50:19.847197Z digest=sha256:99c35472018b386c3ec8122a96e1a1a2a33e63923ef16d78238421770d02c2ec

Observation 656ae239-9681-4ef6-b7da-82120d172d81 · outbound

This paper cites Artificial intelligence act final text.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Artificial intelligence act final text

Reference 49

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source=pdf_text observed=2026-08-02T21:50:19.955173Z digest=sha256:b015042fd5e79b6b3d9b0a0b7ec1b507b86173de65cc7a6e32a60497c69d57e5

Observation 2db1fa1c-7267-4d65-afb1-269731f437b4 · outbound

This paper cites Owasp top 10 for large language model applications.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Owasp top 10 for large language model applications

Reference 50

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source=pdf_text observed=2026-08-02T21:50:20.032216Z digest=sha256:22ec9557445d2f2e2c6c151104dc2328e2b1c04cca568e07e8b1277cf829766c

Observation 026301d0-7fd7-4d79-a8c0-5a77dfcf4039 · outbound

This paper cites General Data Protection Regulation (GDPR); 2016.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI General Data Protection Regulation (GDPR); 2016

Reference 51

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source=pdf_text observed=2026-08-02T21:50:20.108182Z digest=sha256:1d5b51bfe3762dc98816a438725435ffd3197de173116b77716d7f8466e414c8

Observation e981bfb7-408b-46d9-ba39-263683e54041 · outbound

This paper cites California consumer privacy act (CCPA).

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI California consumer privacy act (CCPA)

Reference 52

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source=pdf_text observed=2026-08-02T21:50:20.272843Z digest=sha256:145d63e6d497ac4036d7b802aab585b8fdda3af8f810d8071920665ba47f753b

Observation 901bec87-651b-461a-9599-c55b4eaa2437 · outbound

This paper cites Explainable AI in cybersecurity: bridging trans - parency and trust.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Explainable AI in cybersecurity: bridging trans - parency and trust

Reference 53

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source=pdf_text observed=2026-08-02T21:50:20.453554Z digest=sha256:543affc91d6fd2e3ebf3920d9b951b90bd9852790bf56bd103295ef23c3579c0

Observation 510ae704-d42a-4af9-a35a-6a6cf23aabac · outbound

This paper cites CyberMentor: enhancing cybersecurity learning through explainable AI.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI CyberMentor: enhancing cybersecurity learning through explainable AI

Reference 54

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Observation 64dbe512-8be3-4412-81d8-5e3835dbff7b · outbound

This paper cites Ethical auditing in AI: the role of model cards and the cyber kill chain.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Ethical auditing in AI: the role of model cards and the cyber kill chain

Reference 55

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Observation 823474b6-dbdc-451b-851e-ba904076a761 · outbound

This paper cites A framework for ethical AI compliance under the EU AI Act.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI A framework for ethical AI compliance under the EU AI Act

Reference 56

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Observation 2446d437-756a-4093-a520-0d4ccae6ffe0 · outbound

This paper cites Cloud CISO perspectives: Our big sleep agent makes big leap.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Cloud CISO perspectives: Our big sleep agent makes big leap

Reference 57

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Observation bd05ec75-60cb-4f58-bcf7-25ad2a4d91f9 · outbound

This paper cites Benchmarking LLMs for zero-day vulnerabilities.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Benchmarking LLMs for zero-day vulnerabilities

Reference 58

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Reference 59

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Observation 9102d65f-e58d-4c1b-a79c-22e53e59cccb · outbound

This paper cites A watermark for large language models.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI A watermark for large language models

Reference 60

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Observation 4fb4ea7a-36b6-480f-ba58-4745757e55c1 · outbound

This paper cites Instruction backdoor attacks against customized LLMs.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Instruction backdoor attacks against customized LLMs

Reference 61

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Reference 62

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Observation ada62d74-4b11-47d8-8e06-2a435251b917 · outbound

This paper cites Red teaming network report: findings from phase I.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Red teaming network report: findings from phase I

Reference 63

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Observation ffecb599-9615-452b-9435-03157fa475ac · outbound

This paper cites Privacy side channels in machine learning systems.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Privacy side channels in machine learning systems

Reference 64

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Observation ad4f5360-b8f3-4bcc-9cc8-d877e246839a · outbound

This paper cites Dataset and model supply chain security for foundation models.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Dataset and model supply chain security for foundation models

Reference 65

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Observation ec43ceab-0e59-44c2-b8fc-a5c59eb8c57b · outbound

This paper cites Sigstore: software signing for everybody.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Sigstore: software signing for everybody

Reference 66

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Observation 007b76f5-0e9f-4a83-8709-a6082f393699 · outbound

This paper cites Stealing and misusing machine learning models.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Stealing and misusing machine learning models

Reference 67

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Observation b307770d-3216-4598-afcb-a64dbc3e0955 · outbound

This paper cites Dataset security for machine learning.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Dataset security for machine learning

Reference 68

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source=pdf_text observed=2026-08-02T21:50:21.901696Z digest=sha256:a02ad96a703779a58f9e67fd269a01ecacdd1e0fd00dcdd5ce4424fb44675132

Observation 5146304e-d0ca-4e08-b2d9-826e5d34a1a0 · outbound

This paper cites Rethinking deep neural net - work ownership verification.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Rethinking deep neural net - work ownership verification

Reference 69

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source=pdf_text observed=2026-08-02T21:50:22.013044Z digest=sha256:0459613e5ae1609f4452a53be967196ea153b47bd7bfc545d1b328910e1531be

Observation d115012d-ed34-4807-b851-049d2a2aad6e · outbound

This paper cites Guidelines for secure use of large language models.

Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AI Guidelines for secure use of large language models

Reference 70

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Reference 2023

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Pith citing papers

No inbound Pith citation observations are available.