From Verdict to Diagnosis: Attributable Security Review of Pull Requests

arXiv:2608.25730 · cs.CR · Submitted 2026-08-26 · Read on arXiv

cs.CR

Submitted: 2026-08-26

Updated: 2026-08-26

Code: https://github.com/goauthentik/authentik

Terminology

Benchmark — 17× in this paper · explained in 2 episodes
Generalization — 13× in this paper · explained in 13 episodes
Core — 3× in this paper · explained in 2 episodes
Verification — 3× in this paper · explained in 2 episodes
Ablation — 2× in this paper · explained in 1 episode
Benchmarking — 2× in this paper · explained in 3 episodes
Grounding — 2× in this paper · explained in 3 episodes
RAG — 2× in this paper · explained in 3 episodes
AI Agents — 1× in this paper · explained in 2 episodes
Adversarial Model — 1× in this paper · explained in 1 episode
Agent Architectures — 1× in this paper · explained in 1 episode
Consistency — 1× in this paper · explained in 3 episodes
Human-in-the-Loop — 1× in this paper · explained in 3 episodes
In International Workshop on Mining Software Repositories — 1× in this paper
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

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