Ahmed Abusnaina

39 papers A* 3A 3Misc 2Journal 18Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	One step forward, two steps back: ML-based malware detection under concept drift. Computing Ahmed Abusnaina, Afsah Anwar, Muhammad Saad, Abdulrahman Alabduljabbar, Rhongho Jang, Saeed Salem, David Mohaisen
2024	—	`conf`	Exposing the Limitations of Machine Learning for Malware Detection Under Concept Drift. WISE (2) Ahmed Abusnaina, Afsah Anwar, Muhammad Saad, Abdulrahman Alabduljabbar, Rhongho Jang, Saeed Salem, David Mohaisen
2023	J	`jnl`	Burning the Adversarial Bridges: Robust Windows Malware Detection Against Binary-level Mutations. CoRR Ahmed Abusnaina, Yizhen Wang, Sunpreet S. Arora, Ke Wang, Mihai Christodorescu, David Mohaisen
2023	J	`jnl`	Measuring and Modeling the Free Content Web. CoRR Abdulrahman Alabduljabbar, Runyu Ma, Ahmed Abusnaina, Rhongho Jang, Songqing Chen, DaeHun Nyang, David Mohaisen
2022	J	`jnl`	Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses. IEEE Trans. Dependable Secur. Comput. Afsah Anwar, Ahmed Abusnaina, Songqing Chen, Frank Li, David Mohaisen
2022	J	`jnl`	DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification. IEEE Trans. Dependable Secur. Comput. Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar, Rhongho Jang, Saeed Salem, DaeHun Nyang, David Mohaisen
2022	J	`jnl`	ShellCore: Automating Malicious IoT Software Detection Using Shell Commands Representation. IEEE Internet Things J. Hisham Alasmary, Afsah Anwar, Ahmed Abusnaina, Abdulrahman Alabduljabbar, Mohammed Abuhamad, An Wang, DaeHun Nyang, Amro Awad, David Mohaisen
2022	A	`conf`	Systematically Evaluating the Robustness of ML-based IoT Malware Detection Systems. RAID Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar, Rhongho Jang, DaeHun Nyang, David Mohaisen
2021	A*	`conf`	Adversarial Example Detection Using Latent Neighborhood Graph. ICCV Ahmed Abusnaina, Yuhang Wu, Sunpreet S. Arora, Yizhen Wang, Fei Wang, Hao Yang, David Mohaisen
2021	A*	`conf`	Automated Privacy Policy Annotation with Information Highlighting Made Practical Using Deep Representations. CCS Abdulrahman Alabduljabbar, Ahmed Abusnaina, Ülkü Meteriz-Yildiran, David Mohaisen
2021	—	`conf`	Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses. DSN (Supplements) Afsah Anwar, Ahmed Abusnaina, Songqing Chen, Frank Li, David Mohaisen
2021	—	`conf`	Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube. WWW (Companion Volume) Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube. CoRR Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation. CoRR Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar, Rhongho Jang, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	Sensor-Based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Contemporary Survey. IEEE Internet Things J. Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	ShellCore: Automating Malicious IoT Software Detection by Using Shell Commands Representation. CoRR Hisham Alasmary, Afsah Anwar, Ahmed Abusnaina, Abdulrahman Alabduljabbar, Mohammad Abuhamad, An Wang, DaeHun Nyang, Amro Awad, David Mohaisen
2021	—	`conf`	Systemically Evaluating the Robustness of ML-based IoT Malware Detectors. DSN (Supplements) Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Abdulrahman Alabduljabbar, Rhongho Jang, DaeHun Nyang, David Mohaisen
2021	—	`conf`	TLDR: Deep Learning-Based Automated Privacy Policy Annotation with Key Policy Highlights. WPES@CCS Abdulrahman Alabduljabbar, Ahmed Abusnaina, Ülkü Meteriz-Yildiran, David Mohaisen
2020	J	`jnl`	A Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification. CoRR Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar, Rhongho Jang, Saeed Salem, DaeHun Nyang, David Mohaisen
2020	—	`conf`	An Analysis of Users Engagement on Twitter During the COVID-19 Pandemic: Topical Trends and Sentiments. CSoNet Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, Anho Lee, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	Cleaning the NVD: Comprehensive Quality Assessment, Improvements, and Analyses. CoRR Afsah Anwar, Ahmed Abusnaina, Songqing Chen, Frank Li, David Mohaisen
2020	A*	`conf`	DFD: Adversarial Learning-based Approach to Defend Against Website Fingerprinting. INFOCOM Ahmed Abusnaina, Rhongho Jang, Aminollah Khormali, DaeHun Nyang, David Mohaisen
2020	—	`conf`	From Blue-Sky to Practical Adversarial Learning. TPS-ISA Aminollah Khormali, Ahmed Abusnaina, Songqing Chen, DaeHun Nyang, David Mohaisen
2020	Misc	`conf`	Hiding in Plain Sight: A Measurement and Analysis of Kids' Exposure to Malicious URLs on YouTube. SEC Sultan Alshamrani, Ahmed Abusnaina, David Mohaisen
2020	J	`jnl`	Hiding in Plain Sight: A Measurement and Analysis of Kids' Exposure to Malicious URLs on YouTube. CoRR Sultan Alshamrani, Ahmed Abusnaina, David Mohaisen
2020	Misc	`conf`	Insights into Attacks' Progression: Prediction of Spatio-Temporal Behavior of DDoS Attacks. WISA Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, Songqing Chen, An Wang, David Mohaisen
2020	—	`conf`	Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube. CIKM (Workshops) Sultan Alshamrani, Mohammed Abuhamad, Ahmed Abusnaina, David Mohaisen
2020	J	`jnl`	Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Survey. CoRR Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2020	A	`conf`	Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers. ICDCS Hisham Alasmary, Ahmed Abusnaina, Rhongho Jang, Mohammed Abuhamad, Afsah Anwar, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	Understanding the Proxy Ecosystem: A Comparative Analysis of Residential and Open Proxies on the Internet. IEEE Access Jinchun Choi, Mohammed Abuhamad, Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Jeman Park, DaeHun Nyang, David Mohaisen
2019	A	`conf`	Adversarial Learning Attacks on Graph-based IoT Malware Detection Systems. ICDCS Ahmed Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park, Afsah Anwar, Aziz Mohaisen
2019	J	`jnl`	Analyzing and Detecting Emerging Internet of Things Malware: A Graph-Based Approach. IEEE Internet Things J. Hisham Alasmary, Aminollah Khormali, Afsah Anwar, Jeman Park, Jinchun Choi, Ahmed Abusnaina, Amro Awad, DaeHun Nyang, Aziz Mohaisen
2019	—	`conf`	Breaking graph-based IoT malware detection systems using adversarial examples: poster. WiSec Ahmed Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park, Afsah Anwar, Ulku Meteriz, Aziz Mohaisen
2019	J	`jnl`	COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection. CoRR Aminollah Khormali, Ahmed Abusnaina, Songqing Chen, DaeHun Nyang, Aziz Mohaisen
2019	J	`jnl`	Examining Adversarial Learning against Graph-based IoT Malware Detection Systems. CoRR Ahmed Abusnaina, Aminollah Khormali, Hisham Alasmary, Jeman Park, Afsah Anwar, Ulku Meteriz, Aziz Mohaisen
2019	—	`conf`	Examining the Robustness of Learning-Based DDoS Detection in Software Defined Networks. DSC Ahmed Abusnaina, Aminollah Khormali, DaeHun Nyang, Murat Yuksel, Aziz Mohaisen
2019	—	`conf`	Examining the Security of DDoS Detection Systems in Software Defined Networks. CoNEXT Companion Ahmed Abusnaina, DaeHun Nyang, Murat Yuksel, Aziz Mohaisen
2019	—	`conf`	Honor among Thieves: Towards Understanding the Dynamics and Interdependencies in IoT Botnets. DSC Jinchun Choi, Ahmed Abusnaina, Afsah Anwar, An Wang, Songqing Chen, DaeHun Nyang, Aziz Mohaisen
2019	—	`conf`	Subgraph-Based Adversarial Examples Against Graph-Based IoT Malware Detection Systems. CSoNet Ahmed Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem, DaeHun Nyang, Aziz Mohaisen