Konstantin Berlin

1. Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features
   2015/08/13 by Joshua Saxe, Saxe, Joshua, Konstantin Berlin +1 · 11 citations
   Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications
2. Web Content Filtering through knowledge distillation of Large Language Models
   2023/05/08 by Tamás Vörös, Sean Paul Bergeron, Vörös, Tamás +3 · 2 citations
   Computer Science · #Spam and Phishing Detection #Topic Modeling #Web Data Mining and Analysis
3. ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
   2019/03/13 by Ethan M. Rudd, Felipe N. Ducau, Rudd, Ethan M. +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
4. AI Total: Analyzing Security ML Models with Imperfect Data in Production
   2021/10/13 by Awalin Sopan, Konstantin Berlin, Sopan, Awalin +1 · 1 citation
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #Data Quality and Management #Scientific Computing and Data Management