Arp, Daniel

1. Yes, Machine Learning Can Be More Secure! A Case Study on Android\n Malware Detection
   2017/04/28 by Ambra Demontis, Marco Melis, Demontis, Ambra +15 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
2. Misleading Deep-Fake Detection with GAN Fingerprints
   2022/05/25 by Wesselkamp, Vera, Rieck, Konrad, Arp, Daniel +1 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
3. Evaluating Explanation Methods for Deep Learning in Security
   2019/06/05 by Warnecke, Alexander, Arp, Daniel, Wressnegger, Christian +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)
   2024/02/02 by Zeliang Kan, Kan, Zeliang, Shae McFadden +13 · 3 citations
   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) #Network Security and Intrusion Detection #Performance (cs.PF)
5. Intriguing Properties of Adversarial ML Attacks in the Problem Space [Extended Version]
   2019/11/05 by Jacopo Cortellazzi, Feargus Pendlebury, Cortellazzi, Jacopo +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
6. Chasing Shadows: Pitfalls in LLM Security Research
   2025/12/10 by Evertz, Jonathan, Risse, Niklas, Neuer, Nicolai +12 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences