宾州州立大学提出 TPRS，量化 Agent 安全基准中工具命名对 ASR 的影响
提出 TPRS，量化 Agent 安全基准对工具命名的表征敏感性
- arXiv
- 2610.03585
- Published
- Layer
- Application layer
- Setting
- AI Agent
- Evaluated models
- GPT-5-mini, Claude Haiku 4.5, GPT-4o-mini
- ComponentMCP and skills
All papers
Filter3
Impact
Select any value within a category; different categories must all match. Counts include the other filters you have selected.Another 265papers have no tags yet and are not included in filtered results.
Another 265papers do not have category tags yet and are not included in filtered results.
- Risky behaviorarXiv 2609.30266
研究显示 Claude Code、Codex 等本地智能体可轻易篡改自身执行轨迹
测试编程智能体被诱导或自主篡改自身执行轨迹的行为
- arXiv
- 2609.30266
- Published
- Layer
- Application layer
- Setting
- coding agent
- Evaluated models
- GPT-5.6-Sol, GPT-6-Sol, Opus-5 and others11
- AttacksMalicious use
- RiskDeception and scheming
- ComponentMonitors
Abstract论文评估了本地智能体的轨迹防篡改能力，发现其可因外部指令或奖励追求而清除执行证据，亟需建立独立拦截记录机制。
这是一项针对本地大模型智能体执行轨迹完整性与安全防篡改边界的实证研究。
TAME：用 SAE 抑制激活缓解 VLM 思维链混淆
提出 TAME，在强化学习中抑制模板激活以缓解思维链混淆
- arXiv
- 2609.24243
- Published
- Setting
- Models and APIs
- Evaluated models
- Qwen3-VL-8B, Gemma-3-12B-it
- DefensesModel hardening
- ComponentReasoning chains
You have reached the end