Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks

Authors: Hoagy Cunningham, Jerry Wei, Zihan Wang, Andrew Persic, Alwin Peng, Jordan Abderrachid, Raj Agarwal, Bobby Chen, Austin Cohen, Andy Dau, Alek Dimitriev, Rob Gilson, Logan Howard, Yijin Hua, Jared Kaplan, Jan Leike, Mu Lin, Christopher Liu, Vladimir Mikulik, Rohit Mittapalli, Clare O'Hara, Jin Pan, Nikhil Saxena, Alex Silverstein, Yue Song, Xunjie Yu, Giulio Zhou, Ethan Perez, Mrinank Sharma | Published: 2026-01-08
2026.01.08
文献データベース

Decision-Aware Trust Signal Alignment for SOC Alert Triage

Authors: Israt Jahan Chowdhury, Md Abu Yousuf Tanvir | Published: 2026-01-08
2026.01.08
文献データベース

HoneyTrap: Deceiving Large Language Model Attackers to Honeypot Traps with Resilient Multi-Agent Defense

Authors: Siyuan Li, Xi Lin, Jun Wu, Zehao Liu, Haoyu Li, Tianjie Ju, Xiang Chen, Jianhua Li | Published: 2026-01-07
2026.01.07
文献データベース

SoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems

Authors: Andreea-Elena Bodea, Stephen Meisenbacher, Alexandra Klymenko, Florian Matthes | Published: 2026-01-07
2026.01.07
文献データベース

Jailbreaking LLMs & VLMs: Mechanisms, Evaluation, and Unified Defense

Authors: Zejian Chen, Chaozhuo Li, Chao Li, Xi Zhang, Litian Zhang, Yiming He | Published: 2026-01-07
2026.01.07
文献データベース

Full-Stack Knowledge Graph and LLM Framework for Post-Quantum Cyber Readiness

Authors: Rasmus Erlemann, Charles Colyer Morris, Sanjyot Sathe | Published: 2026-01-07
2026.01.07
文献データベース

SLIM: Stealthy Low-Coverage Black-Box Watermarking via Latent-Space Confusion Zones

Authors: Hengyu Wu, Yang Cao | Published: 2026-01-06
2026.01.06
文献データベース

LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers

Authors: Hiroyuki Okada, Tatsumi Oba, Naoto Yanai | Published: 2026-01-06
2026.01.06
文献データベース

JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification

Authors: Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Zhaoye Li, Bin Ji, Baosheng Wang, Jie Yu | Published: 2026-01-06
2026.01.06
文献データベース

Window-based Membership Inference Attacks Against Fine-tuned Large Language Models

Authors: Yuetian Chen, Yuntao Du, Kaiyuan Zhang, Ashish Kundu, Charles Fleming, Bruno Ribeiro, Ninghui Li | Published: 2026-01-06
2026.01.06
文献データベース
次のページ