Literature Database

PACE: Provenance-Aware Capability Enforcement for Tool-Using LLM Agents

Authors: Fengpeng Li, Qizhou Wang, Yuke Hu, Kemou Li, Jun Liu, Haiwei Wu, Jiantao Zhou, Di Wang | Published: 2026-10-01
安全性の整合性
Information Security
State Transition Model
2026.10.01 2026.10.03
Literature Database

PPO-HRAP: Proximal Policy Optimization with a Hybrid Regime-Aware Policy for Risk-Controlled Trading

Authors: Duong Hien Chi Kien, Thanh Trung Huynh | Published: 2026-10-01
Deep Reinforcement Learning
行動分析手法
Generative AI in Financial Services
2026.10.01 2026.10.03
Literature Database

TRACE: Trajectory Return Attribution and Contrastive Erasure for Multi-Turn Safety

Authors: Fengpeng Li, Kemou Li, Qizhou Wang, Haiwei Wu, Jiantao Zhou, Di Wang | Published: 2026-10-01
Inappropriate Content Generation
安全性の整合性
Attack Evaluation
2026.10.01 2026.10.03
Literature Database

Autonomous OSS Threat Detection via Taxonomy-Aligned LLMs

Authors: Md. Robiul Islam Niloy | Published: 2026-10-01
Disabling Safety Mechanisms of LLM
Prompt leaking
評価結果
2026.10.01 2026.10.03
Literature Database

Jev-IDS: System One Models for Network Intrusion Detection

Authors: Paulo Severo, Silvio E. Quincozes, Amanda Dias | Published: 2026-10-01
Prompt Injection
Analysis of Detection Methods
流量分類手法
2026.10.01 2026.10.03
Literature Database

MOMAT: Mixture of Multiple Atlases for Low-Power Jailbreak Defense of Quantized LLMs

Authors: Boyang Li, Bingyu Shen, Weihao Hong, Zhiyuan Jiang, Xinlei Guan, Yan Ma, Miles Q. Li, Yi Sheng, Ruiyang Qin | Published: 2026-10-01
RAG
安全性の整合性
Defense Method
2026.10.01 2026.10.03
Literature Database

ABDA-NL: A Natural-Language Scenario Explorer for Argument-Based Reasoning

Authors: Shawn Bowers, Martin Caminada, Haoyang Liu, Bertram Ludäscher | Published: 2026-10-01
Relationship of AI Systems
Information Security
State Estimation Method
2026.10.01 2026.10.03
Literature Database

Mean field games as a tool for AI safety: a worked example from the July 2026 Hugging Face incident

Authors: P. Jameson Graber | Published: 2026-10-01
Handling of Uncertainty
Attack Evaluation
State Transition Model
2026.10.01 2026.10.03
Literature Database

Don’t Waste the Noise: Importance-Guided Perturbation Allocation under Joint Global and Local Constraints

Authors: Melika Shirian, Kianoosh Vadaei | Published: 2026-10-01
Diffusion Model
Attack Evaluation
評価結果
2026.10.01 2026.10.03
Literature Database

Efficient Active Auditing of Multi-Group Fairness with Bias Probes

Authors: Ayoub Ajarra, Debabrota Basu | Published: 2026-09-30
Sample Complexity
Multi-Class Classification
Interpretability
2026.09.30 2026.10.02
Literature Database
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