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Milad Nasr

  1. Scalable Extraction of Training Data from (Production) Language Models
    2023/11/28 by Milad Nasr, Nasr, Milad, Nicholas Carlini +17 · 21 voices · 68 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
  2. Extracting Training Data from Diffusion Models
    2023/01/30 by Nicholas Carlini, Jamie Hayes, Carlini, Nicholas +15 · 9 voices · 106 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  3. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1385 citations
    #cs.CL #cs.AI
  4. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 579 citations
    Computer Science · #Semantic Web and Ontologies
  5. Stealing Part of a Production Language Model
    2024/03/11 by Nicholas Carlini, Daniel Paleka, Carlini, Nicholas +26 · 11 voices · 28 citations
    Computer Science · #Natural Language Processing Techniques #cs.CR
  6. Code of "Sirens' Whisper: Inaudible Near-Ultrasonic Jailbreaks of Speech-Driven LLMs"
    2023/07/27 by Andy Zou, Zi Wang, Zou, Andy +10 · 5 voices · 490 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CR #cs.LG
  7. Membership Inference Attacks From First Principles
    2021/12/07 by Nicholas Carlini, Carlini, Nicholas, Steve Chien +9 · 108 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
  9. The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
    2025/10/10 by Milad Nasr, Nasr, Milad, Nicholas Carlini +27 · 4 voices · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Security and Verification in Computing #cs.CR #cs.LG
  10. DeepCorr
    2018/08/22 by Milad Nasr, Alireza Bahramali, Amir Houmansadr · 2 voices · 1 citation
    Computer Science · #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #cs.CR #cs.LG
  11. Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy
    2022/10/31 by Daphne Ippolito, Florian Tramèr, Ippolito, Daphne +13 · 24 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  12. Adversary Instantiation: Lower Bounds for Differentially Private Machine\n Learning
    2021/01/11 by Milad Nasr, Nasr, Milad, Shuang Song +7 · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  13. Machine Learning with Membership Privacy using Adversarial\n Regularization
    2018/07/16 by Milad Nasr, Reza Shokri, Nasr, Milad +4 · 12 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 #Stochastic Gradient Optimization Techniques
  14. Privacy Auditing with One (1) Training Run
    2023/05/15 by Thomas Steinke, Steinke, Thomas, Milad Nasr +3 · 18 citations
    Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
  15. ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
    2026/05/11 by Zhun Wang, Nico Schiller, Hongwei Li +13 · 8 voices · 1 citation
    #cs.CR #cs.AI #cs.LG
  16. Private Fine-tuning of Large Language Models with Zeroth-order Optimization
    2024/01/09 by Xinyu Tang, Tang, Xinyu, Ashwinee Panda +7 · 8 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
  17. SoK: Watermarking for AI-Generated Content
    2024/11/27 by Xuandong Zhao, Zhao, Xuandong, Sam Gunn +25 · 13 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #Computer Graphics and Visualization Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. On Evaluating the Durability of Safeguards for Open-Weight LLMs
    2024/12/10 by Xiangyu Qi, Qi, Xiangyu, Boyi Wei +17 · 2 voices · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.AI #cs.CR
  19. Students Parrot Their Teachers: Membership Inference on Model Distillation
    2023/03/06 by Matthew Jagielski, Jagielski, Matthew, Milad Nasr +7 · 1 voice · 3 citations
    #cs.CR #cs.LG
  20. Privacy Side Channels in Machine Learning Systems
    2023/09/11 by Edoardo Debenedetti, Debenedetti, Edoardo, Giorgio Severi +13 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  21. Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising
    2020/07/22 by Milad Nasr, Reza Shokri, Nasr, Milad +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  22. CryptanalysisBench: Can LLMs do Cryptanalysis?
    2026/07/20 by Lukas Fluri, Avital Shafran, Nicholas Carlini +5 · 3 voices
    Computer Science · #cs.CR
  23. Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models
    2023/05/10 by Aldo Gael Carranza, Carranza, Aldo Gael, Rezsa Farahani +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data
  24. Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems
    2021/02/01 by Alireza Bahramali, Milad Nasr, Bahramali, Alireza +7 · 2 citations
    Computer Science · #Wireless Signal Modulation Classification #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection
  25. Why Is Public Pretraining Necessary for Private Model Training?
    2023/02/19 by Arun Ganesh, Mahdi Haghifam, Ganesh, Arun +13 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  26. Exploring the limits of strong membership inference attacks on large language models
    2025/05/24 by Jamie Hayes, Ilia Shumailov, Hayes, Jamie +29 · 2 voices · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CR #cs.LG
  27. The Last Iterate Advantage: Empirical Auditing and Principled Heuristic Analysis of Differentially Private SGD
    2024/10/08 by Thomas Steinke, Steinke, Thomas, Milad Nasr +17 · 2 citations
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Cryptography and Security (cs.CR) #Digital Platforms and Economics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Merger and Competition Analysis
  28. AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defenses
    2025/03/03 by Nicholas Carlini, Carlini, Nicholas, Javier Rando +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing
  29. Cascading Adversarial Bias from Injection to Distillation in Language Models
    2025/05/30 by Harsh Chaudhari, Jamie Hayes, Chaudhari, Harsh +9 · 2 voices · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CR #cs.LG
  30. Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy
    2024/10/12 by Yangsibo Huang, Daogao Liu, Huang, Yangsibo +17 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems
  31. GPT-Red: Automated Red Teaming via Self-Play at Scale
    2026/07/28 by Eric Wallace, Christopher A. Choquette-Choo, Nikhil Kandpal +15
    Computer Science · #cs.AI #cs.CL #cs.CR #cs.LG