GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security

Authors: Xiangkun Wang, Kejiang Chen, Yuang Qi, Ruiheng Liu, Weiming Zhang, Nenghai Yu | Published: 2025-04-21

Mining Characteristics of Vulnerable Smart Contracts Across Lifecycle Stages

Authors: Hongli Peng, Xiaoqi Li, Wenkai Li | Published: 2025-04-21

aiXamine: Simplified LLM Safety and Security

Authors: Fatih Deniz, Dorde Popovic, Yazan Boshmaf, Euisuh Jeong, Minhaj Ahmad, Sanjay Chawla, Issa Khalil | Published: 2025-04-21 | Updated: 2025-04-23

How Effective Can Dropout Be in Multiple Instance Learning ?

Authors: Wenhui Zhu, Peijie Qiu, Xiwen Chen, Zhangsihao Yang, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang | Published: 2025-04-21 | Updated: 2025-05-20

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models

Authors: Zhengxian Wu, Juan Wen, Wanli Peng, Ziwei Zhang, Yinghan Zhou, Yiming Xue | Published: 2025-04-18 | Updated: 2025-04-21

GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms

Authors: Sinan He, An Wang | Published: 2025-04-17

Malicious Code Detection in Smart Contracts via Opcode Vectorization

Authors: Huanhuan Zou, Zongwei Li, Xiaoqi Li | Published: 2025-04-17

Watermarking Needs Input Repetition Masking

Authors: David Khachaturov, Robert Mullins, Ilia Shumailov, Sumanth Dathathri | Published: 2025-04-16

zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing

Authors: Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou | Published: 2025-04-16

Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets

Authors: Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang | Published: 2025-04-16