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References (22)

[1]
The Responsibility Vacuum: Organizational Failure in Scaled Agent Systems
2026Oleg Romanchuk, Roman Bondar
[2]
Semantic Laundering in AI Agent Architectures: Why Tool Boundaries Do Not Confer Epistemic Warrant
2026Oleg Romanchuk, Roman Bondar
[3]
Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition
2025Andy Zou, Maxwell Lin et al.
[4]
Inference-Time Reward Hacking in Large Language Models
2025Hadi Khalaf, C. M. Verdun et al.
[5]
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
2024Hanrong Zhang, Jingyuan Huang et al.
[6]
Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile
2024K. Roberts
[7]
Toolformer: Language Models Can Teach Themselves to Use Tools
2023Timo Schick, Jane Dwivedi-Yu et al.
[8]
AI Risk Management Framework
2023Elham Tabassi
[9]
Optimal Policies Tend To Seek Power
2019A. Turner, Logan Smith et al.
[10]
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective
2019Tom Everitt, Marcus Hutter
[11]
Penalizing Side Effects using Stepwise Relative Reachability
2018Victoria Krakovna, Laurent Orseau et al.
[12]
Certificate transparency
2014Ben Laurie
[13]
Feedback Control Under Data Rate Constraints: An Overview
2007G. Nair, F. Fagnani et al.
[14]
Capability Myths Demolished
2003Mark S. Miller, K. Yee et al.
[15]
Enforceable security policies
2000F. Schneider
[16]
Secure audit logs to support computer forensics
1999B. Schneier, J. Kelsey
[17]
Planning and Acting in Partially Observable Stochastic Domains
1998L. Kaelbling, M. Littman et al.
[18]
The Model Checker SPIN
1997G. Holzmann
[19]
The temporal logic of actions
1994L. Lamport
[20]
The protection of information in computer systems
1975J. Saltzer, M. D. Schroeder

Showing 20 of 22 references

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