Fast & Furious: Modelling Malware Detection as Evolving Data Streams
Authors: Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Pinagé, Luiz S. Oliveira, André Grégio | Published: 2022-05-24 | Updated: 2022-08-16
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Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT
Authors: Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis | Published: 2021-09-06
PDF-Malware: An Overview on Threats, Detection and Evasion Attacks
Authors: Nicolas Fleury, Theo Dubrunquez, Ihsen Alouani | Published: 2021-07-27
Deep Learning for Android Malware Defenses: a Systematic Literature Review
Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2021-03-09 | Updated: 2022-08-09
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
Authors: Tzvika Shapira, David Berend, Ishai Rosenberg, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2020-10-30
Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors
Authors: Edward Raff, Bobby Filar, James Holt | Published: 2020-10-22
MAB-Malware: A Reinforcement Learning Framework for Attacking Static Malware Classifiers
Authors: Wei Song, Xuezixiang Li, Sadia Afroz, Deepali Garg, Dmitry Kuznetsov, Heng Yin | Published: 2020-03-06 | Updated: 2021-04-29
Detection and Analysis of Drive-by Downloads and Malicious Websites
Authors: Saeed Ibrahim, Nawwaf Al Herami, Ebrahim Al Naqbi, Monther Aldwairi | Published: 2020-02-19 | Updated: 2020-04-09
Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS
Authors: Andrew McDole, Mahmoud Abdelsalam, Maanak Gupta, Sudip Mittal | Published: 2020-02-15
Feature-level Malware Obfuscation in Deep Learning
Authors: Keith Dillon | Published: 2020-02-10