Fabio Pierazzi

Latest

• Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers
• Position: “Real Attackers Don’t Compute Gradients”: Bridging the Gap Between Adversarial ML Research and Practice
• Dos and Don'ts of Machine Learning in Computer Security
• Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift
• INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection
• Investigating Labelless Drift Adaptation for Malware Detection
• Universal Adversarial Perturbations for Malware
• GLYPH: Efficient ML-based Detection of Heap Spraying Attacks
• A Data-Driven Characterization of Modern Android Spyware
• DBank: Predictive Behavioral Analysis of Recent Android Banking Trojans
• Detection and Threat Prioritization of Pivoting Attacks in Large Networks
• Scalable Architecture for Online Prioritisation of Cyber Threats
• EC2: Ensemble Clustering and Classification for Predicting Android Malware Families
• A Probabilistic Logic of Cyber Deception
• Security analytics for prevention and detection of advanced cyberattacks
• Analysis of High Volumes of Network Traffic for Advanced Persistent Threat Detection
• Countering Advanced Persistent Threats through security intelligence and big data analytics
• Exploratory Security Analytics for Anomaly Detection
• The Network Perspective of Cloud Security
• Scalable Architecture for Multi-User Encrypted SQL Operations on Cloud Database Services
• Security and privacy of location-based services for in-vehicle device systems
• Efficient detection of unauthorized data modification in cloud databases
• Performance and Cost Evaluation of an Adaptive Encryption Architecture for Cloud Databases
• Security and confidentiality solutions for public cloud database services