文献データベース

Adversarial Distilled Retrieval-Augmented Guarding Model for Online Malicious Intent Detection

Authors: Yihao Guo, Haocheng Bian, Liutong Zhou, Ze Wang, Zhaoyi Zhang, Francois Kawala, Milan Dean, Ian Fischer, Yuantao Peng, Noyan Tokgozoglu, Ivan Barrientos, Riyaaz Shaik, Rachel Li, Chandru Venkataraman, Reza Shifteh Far, Moses Pawar, Venkat Sundaranatha, Michael Xu, Frank Chu | Published: 2025-09-18
RAGへのポイズニング攻撃
オンライン学習
ロバスト性
2025.09.18
文献データベース

Enterprise AI Must Enforce Participant-Aware Access Control

Authors: Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal, Ganesh Ananthanarayanan, Ranveer Chandra, Nishanth Chandran, Suyash Choudhury, Divya Gupta, Emre Kiciman, Sumit Kumar Pandey, Srinath Setty, Rahul Sharma, Teijia Zhao | Published: 2025-09-18
セキュリティ分析
プライバシー管理
プロンプトリーキング
2025.09.18
文献データベース

ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System

Authors: Taesoo Kim, HyungSeok Han, Soyeon Park, Dae R. Jeong, Dohyeok Kim, Dongkwan Kim, Eunsoo Kim, Jiho Kim, Joshua Wang, Kangsu Kim, Sangwoo Ji, Woosun Song, Hanqing Zhao, Andrew Chin, Gyejin Lee, Kevin Stevens, Mansour Alharthi, Yizhuo Zhai, Cen Zhang, Joonun Jang, Yeongjin Jang, Ammar Askar, Dongju Kim, Fabian Fleischer, Jeongin Cho, Junsik Kim, Kyungjoon Ko, Insu Yun, Sangdon Park, Dowoo Baik, Haein Lee, Hyeon Heo, Minjae Gwon, Minjae Lee, Minwoo Baek, Seunggi Min, Wonyoung Kim, Yonghwi Jin, Younggi Park, Yunjae Choi, Jinho Jung, Gwanhyun Lee, Junyoung Jang, Kyuheon Kim, Yeonghyeon Cha, Youngjoon Kim | Published: 2025-09-18
セキュリティ分析
バグ修正手法
評価手法
2025.09.18
文献データベース

LLM Jailbreak Detection for (Almost) Free!

Authors: Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu | Published: 2025-09-18
大規模言語モデル
評価手法
透かし技術
2025.09.18
文献データベース

BEACON: Behavioral Malware Classification with Large Language Model Embeddings and Deep Learning

Authors: Wadduwage Shanika Perera, Haodi Jiang | Published: 2025-09-18
マルウェア検出シナリオ
行動解析手法
評価手法
2025.09.18
文献データベース

Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics

Authors: Benjamin Sterling, Yousef El-Laham, Mónica F. Bugallo | Published: 2025-09-17
プライバシー分析
拡散モデル
生成モデル特性
2025.09.17
文献データベース

Differential Privacy in Federated Learning: Mitigating Inference Attacks with Randomized Response

Authors: Ozer Ozturk, Busra Buyuktanir, Gozde Karatas Baydogmus, Kazim Yildiz | Published: 2025-09-17
アルゴリズム
プライバシー分析
差分プライバシー
2025.09.17
文献データベース

Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation

Authors: Baolei Zhang, Haoran Xin, Yuxi Chen, Zhuqing Liu, Biao Yi, Tong Li, Lihai Nie, Zheli Liu, Minghong Fang | Published: 2025-09-17
RAGへのポイズニング攻撃
評価手法
責任帰属システム設計
2025.09.17
文献データベース

Secure UAV-assisted Federated Learning: A Digital Twin-Driven Approach with Zero-Knowledge Proofs

Authors: Md Bokhtiar Al Zami, Md Raihan Uddin, Dinh C. Nguyen | Published: 2025-09-17
エネルギー管理
デジタルツイン技術
連合学習
2025.09.17
文献データベース

Privacy-Aware In-Context Learning for Large Language Models

Authors: Bishnu Bhusal, Manoj Acharya, Ramneet Kaur, Colin Samplawski, Anirban Roy, Adam D. Cobb, Rohit Chadha, Susmit Jha | Published: 2025-09-17
差分プライバシー
情報抽出
透かし
2025.09.17
文献データベース
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