Anderson, Hyrum S.

1. EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models
   2018/04/12 by Anderson, Hyrum S., Roth, Phil · 42 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
2. "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice
   2022/12/29 by Giovanni Apruzzese, Apruzzese, Giovanni, Hyrum S. Anderson +9 · 20 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning
   2018/01/26 by Hyrum S. Anderson, Anant Kharkar, Anderson, Hyrum S. +7 · 8 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
4. Predicting Domain Generation Algorithms with Long Short-Term Memory Networks
   2016/11/02 by Jonathan Woodbridge, Hyrum S. Anderson, Woodbridge, Jonathan +5 · 7 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Spam and Phishing Detection
5. Classifying Sequences of Extreme Length with Constant Memory Applied to\n Malware Detection
   2020/12/16 by Edward Raff, William Fleshman, Raff, Edward +9 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
6. SoK: On the Offensive Potential of AI
   2024/12/24 by Saskia Laura Schröer, Giovanni Apruzzese, Schröer, Saskia Laura +28 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computability, Logic, AI Algorithms #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)