Vitaly Shmatikov
- Harnessing the Universal Geometry of Embeddings
2025/05/18 by Rishi Jha, Collin Zhang, Jha, Rishi +5 · 40 voices · 29 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Adversarial Robustness in Machine Learning
- Text Embeddings Reveal (Almost) As Much As Text
2023/10/10 by John X. Morris, Morris, John X., Volodymyr Kuleshov +5 · 10 voices · 39 citations
Computer Science · #Privacy-Preserving Technologies in Data #Topic Modeling #cs.CL #cs.LG
- How To Backdoor Federated Learning
2018/07/02 by Eugene Bagdasaryan, Bagdasaryan, Eugene, Andreas Veit +7 · 2 voices · 113 citations
Computer Science · #Adversarial Robustness in Machine Learning #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #cs.CR #cs.LG
- Defeating Image Obfuscation with Deep Learning
2016/09/01 by Richard McPherson, McPherson, Richard, Reza Shokri +3 · 2 voices · 9 citations
Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques
- Deep-Research Agents Can Be Poisoned via User-Generated Content
2026/05/22 by Tingwei Zhang, Harold Triedman, Vitaly Shmatikov · 17 voices · 1 citation
#cs.CR
- Membership Inference Attacks against Machine Learning Models
2016/10/18 by Reza Shokri, Shokri, Reza, Marco Stronati +5 · 240 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- How To Break Anonymity of the Netflix Prize Dataset
2006/10/18 by Arvind Narayanan, Vitaly Shmatikov, Narayanan, Arvind +1 · 5 voices · 5 citations
#cs.CR #cs.DB
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Christopher A. Choquette-Choo, Cooper, A. Feder +75 · 5 voices · 11 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Blind Backdoors in Deep Learning Models
2020/05/08 by Eugene Bagdasaryan, Vitaly Shmatikov, Bagdasaryan, Eugene +1 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
2020/07/05 by Roei Schuster, Schuster, Roei, Congzheng Song +5 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Engineering Research
- Extracting Prompts by Inverting LLM Outputs
2024/05/23 by Collin Zhang, John X. Morris, Zhang, Collin +3 · 2 voices · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Chiron: Privacy-preserving Machine Learning as a Service
2018/03/15 by Tyler Hunt, Congzheng Song, Hunt, Tyler +7 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Privacy-Preserving Technologies in Data
- Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs
2023/07/19 by Eugene Bagdasaryan, Bagdasaryan, Eugene, Tsung-Yin Hsieh +5 · 17 citations
Computer Science · Engineering · #Security and Verification in Computing #Digital and Cyber Forensics #Electrostatic Discharge in Electronics
- Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
2024/06/09 by Avital Shafran, Shafran, Avital, Roei Schuster +3 · 22 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Domain Adaptation and Few-Shot Learning
- Gone in Six Characters: Short URLs Considered Harmful for Cloud Services
2016/04/10 by Martin Georgiev, Georgiev, Martin, Vitaly Shmatikov +1 · 2 voices
Computer Science · Social Sciences · #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #cs.CR
- Multi-Agent Systems Execute Arbitrary Malicious Code
2025/03/15 by Harold Triedman, Rishi Jha, Triedman, Harold +3 · 1 voice · 13 citations
#cs.CR #cs.LG
- Overlearning Reveals Sensitive Attributes
2019/05/28 by Congzheng Song, Vitaly Shmatikov, Song, Congzheng +1 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- Data Isotopes for Data Provenance in DNNs
2022/08/29 by Emily Wenger, Wenger, Emily, Xiuyu Li +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
- Approximating Language Model Training Data from Weights
2025/06/18 by John X. Morris, Morris, John X., Junjie Oscar Yin +7 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- BigFoot: Exploiting and Mitigating Leakage in Encrypted Write-Ahead Logs
2021/11/17 by Jialing Pei, Pei, Jialing, Vitaly Shmatikov +1 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing
- Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines
2023/02/09 by Eugene Bagdasaryan, Bagdasaryan, Eugene, Vitaly Shmatikov +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
- Breaking and Fixing Defenses Against Control-Flow Hijacking in Multi-Agent Systems
2025/10/20 by Rishi Jha, Harold Triedman, Jha, Rishi +5 · 3 citations
Computer Science · Engineering · #Security and Verification in Computing #Adversarial Robustness in Machine Learning #Smart Grid Security and Resilience