Terzis, Andreas

1. Defeating Prompt Injections by Design
   2025/03/24 by Edoardo Debenedetti, Debenedetti, Edoardo, Ilia Shumailov +17 · 23 voices · 71 citations
   #cs.CR #cs.AI
2. Poisoning Web-Scale Training Datasets is Practical
   2023/02/20 by Nicholas Carlini, Carlini, Nicholas, Matthew Jagielski +16 · 6 voices · 58 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Topic Modeling #cs.CR #cs.LG
3. 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 · 783 citations
   Computer Science · #Semantic Web and Ontologies
4. 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 · 1398 citations
   #cs.CL #cs.AI
5. Membership Inference Attacks From First Principles
   2021/12/07 by Nicholas Carlini, Carlini, Nicholas, Steve Chien +9 · 149 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)
6. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
   2024/12/09 by A. Feder Cooper, Cooper, A. Feder, Christopher A. Choquette-Choo +75 · 5 voices · 15 citations
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
7. 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
8. The Privacy Onion Effect: Memorization is Relative
   2022/06/21 by Nicholas Carlini, Matthew Jagielski, Carlini, Nicholas +9 · 23 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
9. Poisoning and Backdooring Contrastive Learning
   2021/06/17 by Carlini, Nicholas, Terzis, Andreas · 15 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Harnessing large-language models to generate private synthetic text
    2023/06/02 by Alexey Kurakin, Kurakin, Alexey, Natalia Ponomareva +6 · 12 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
11. Toward Training at ImageNet Scale with Differential Privacy
    2022/01/28 by Alexey Kurakin, Kurakin, Alexey, Shuang Song +9 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
12. Debugging Differential Privacy: A Case Study for Privacy Auditing
    2022/02/24 by Florian Tramèr, Andreas Terzis, Tramer, Florian +9 · 7 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
13. Private prediction for large-scale synthetic text generation
    2024/07/16 by Kareem Amin, Amin, Kareem, Alex Bie +13 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
14. Lessons from Defending Gemini Against Indirect Prompt Injections
    2025/05/20 by Shi, Chongyang, Lin, Sharon, Song, Shuang +11 · 23 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
    2023/04/14 by Rachel Cummings, Damien Desfontaines, Cummings, Rachel +45 · 5 citations
    Social Sciences · #Privacy, Security, and Data Protection
16. 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 · 5 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