Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Authors: Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou | Published: 2025-03-10 | Updated: 2025-07-31
2025.03.10 2025.08.02
Literature Database

Secure On-Device Video OOD Detection Without Backpropagation

Authors: Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao | Published: 2025-03-08 | Updated: 2025-03-17
2025.03.08 2025.05.27
Literature Database

Nearly Optimal Differentially Private ReLU Regression

Authors: Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu | Published: 2025-03-08 | Updated: 2025-06-10
2025.03.08 2025.06.12
Literature Database

ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack

Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
2025.03.07 2025.05.27
Literature Database

The Beginner’s Textbook for Fully Homomorphic Encryption

Authors: Ronny Ko | Published: 2025-03-07 | Updated: 2025-05-20
2025.03.07 2025.05.27
Literature Database

Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking

Authors: Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong | Published: 2025-03-06 | Updated: 2025-03-15
2025.03.06 2025.05.27
Literature Database

Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset

Authors: Evgeniy Eremin | Published: 2025-03-06 | Updated: 2025-06-16
2025.03.06 2025.06.18
Literature Database

UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security

Authors: Binghui Wu, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2025-03-06 | Updated: 2025-07-03
2025.03.06 2025.07.05
Literature Database

Slow is Fast! Dissecting Ethereum’s Slow Liquidity Drain Scams

Authors: Minh Trung Tran, Nasrin Sohrabi, Zahir Tari, Qin Wang, Minhui Xue, Xiaoyu Xia | Published: 2025-03-06 | Updated: 2025-08-06
2025.03.06 2025.08.08
Literature Database

Improving LLM Safety Alignment with Dual-Objective Optimization

Authors: Xuandong Zhao, Will Cai, Tianneng Shi, David Huang, Licong Lin, Song Mei, Dawn Song | Published: 2025-03-05 | Updated: 2025-06-12
2025.03.05 2025.06.14
Literature Database
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