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upvoted a paper 2 months ago

Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling

Paper • 2601.22636 • Published Jan 30 • 22

upvoted 6 papers 8 months ago

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10, 2025 • 99

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

Paper • 2507.22063 • Published Jun 25, 2025 • 2

PurpCode: Reasoning for Safer Code Generation

Paper • 2507.19060 • Published Jul 25, 2025 • 2

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators

Paper • 2508.09101 • Published Aug 12, 2025 • 8

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Paper • 2508.03936 • Published Aug 5, 2025 • 9

ProSec: Fortifying Code LLMs with Proactive Security Alignment

Paper • 2411.12882 • Published Nov 19, 2024 • 2