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
2025.09.18 2025.09.20
Literature Database

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
2025.09.18 2025.09.20
Literature Database

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
2025.09.18 2025.09.20
Literature Database

LLM Jailbreak Detection for (Almost) Free!

Authors: Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu | Published: 2025-09-18
2025.09.18 2025.09.20
Literature Database

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

Authors: Wadduwage Shanika Perera, Haodi Jiang | Published: 2025-09-18
2025.09.18 2025.09.20
Literature Database

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
2025.09.17 2025.09.19
Literature Database

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
2025.09.17 2025.09.19
Literature Database

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
2025.09.17 2025.09.19
Literature Database

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
2025.09.17 2025.09.19
Literature Database

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
2025.09.17 2025.09.19
Literature Database
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