Nelson, Blaine

1. Poisoning Attacks against Support Vector Machines
   2012/06/27 by Battista Biggio, Blaine Nelson, Biggio, Battista +3 · 71 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Spam and Phishing Detection
2. Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
   2023/12/04 by Anay Mehrotra, Mehrotra, Anay, Manolis Zampetakis +11 · 105 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
3. Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report
   2025/04/28 by Paul Kassianik, Baturay Saglam, Baturay Sağlam +37 · 1 voice · 7 citations
   Computer Science · #cs.CR #cs.AI
4. Bayesian Differential Privacy through Posterior Sampling
   2013/06/05 by Christos Dimitrakakis, Dimitrakakis, Christos, Blaine Nelson +7 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference
5. Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report
   2025/08/01 by Weerawardhena, Sajana, Kassianik, Paul, Nelson, Blaine +14 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security