Robustness of Watermarking Techniques

Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems via Knowledge Asymmetry Exploitation

Authors: Yufei Chen, Yao Wang, Haibin Zhang, Tao Gu | Published: 2025-07-31
Poisoning attack on RAG
Privacy Assessment
Robustness of Watermarking Techniques

Empirical Evaluation of Concept Drift in ML-Based Android Malware Detection

Authors: Ahmed Sabbah, Radi Jarrar, Samer Zein, David Mohaisen | Published: 2025-07-30
Drift Detection Method
Backdoor Detection
Robustness of Watermarking Techniques

Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection

Authors: Zhihong Liang, Xin Wang, Zhenhuang Hu, Liangliang Song, Lin Chen, Jingjing Guo, Yanbin Wang, Ye Tian | Published: 2025-07-30
Program Verification
Prompt Injection
Robustness of Watermarking Techniques

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection

Authors: Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma | Published: 2025-07-30
Prompt leaking
Vulnerability detection
Robustness of Watermarking Techniques

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness

Authors: Peiru Yang, Xintian Li, Wanchun Ni, Jinhua Yin, Huili Wang, Guoshun Nan, Shangguang Wang, Yongfeng Huang, Tao Qi | Published: 2025-06-09
Information-Theoretic Approach
Digital Watermarking for Generative AI
Robustness of Watermarking Techniques

CEE: An Inference-Time Jailbreak Defense for Embodied Intelligence via Subspace Concept Rotation

Authors: Jirui Yang, Zheyu Lin, Zhihui Lu, Yinggui Wang, Lei Wang, Tao Wei, Xin Du, Shuhan Yang | Published: 2025-04-15 | Updated: 2025-07-31
Prompt Injection
Robustness of Watermarking Techniques
Defense Effectiveness Analysis

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
Prompt Injection
Large Language Model
Robustness of Watermarking Techniques

Provable Robust Watermarking for AI-Generated Text

Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13
Text Perturbation Method
Digital Watermarking for Generative AI
Robustness of Watermarking Techniques

Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach

Authors: Ivan Homoliak, Martin Teknos, Martín Ochoa, Dominik Breitenbacher, Saeid Hosseini, Petr Hanacek | Published: 2018-05-07 | Updated: 2018-12-12
Cybersecurity
Attack Detection
Robustness of Watermarking Techniques

Classification of Epileptic EEG Signals by Wavelet based CFC

Authors: Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri | Published: 2018-05-04
Performance Evaluation Metrics
Time Series Analysis
Robustness of Watermarking Techniques