CoSec: Benchmarking Agent Security in Communities

arXiv:2609.34790 · cs.CR, cs.AI · Submitted 2026-09-28 · Read on arXiv

cs.CR, cs.AI

Submitted: 2026-09-28

Updated: 2026-09-29

Code: https://github.com/chenahong/CoSec

Terminology

Benchmark — 33× in this paper · explained in 2 episodes
Provenance — 23× in this paper · explained in 3 episodes
Trace — 17× in this paper · explained in 2 episodes
Verifier — 15× in this paper · explained in 2 episodes
Verification — 11× in this paper · explained in 2 episodes
Benchmarking — 7× in this paper · explained in 3 episodes
Abstraction — 6× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Agent Harness — 3× in this paper · explained in 2 episodes
Privacy Violation Rate — 3× in this paper
Benign Completion Rate — 2× in this paper
Generative AI — 2× in this paper · explained in 2 episodes
Agent Memory — 1× in this paper · explained in 1 episode
Agentic AI — 1× in this paper · explained in 1 episode
Agentic System — 1× in this paper · explained in 2 episodes
Aggregation — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
LLM judge — 1× in this paper · explained in 2 episodes
Multi-Agent System — 1× in this paper · explained in 6 episodes
Multi-agent Collaboration — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes

Sources

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