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04/26/2023
SHIELD: Thwarting Code Authorship Attribution
Authorship attribution has become increasingly accurate, posing a seriou...
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01/03/2022
Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions
Recent natural language processing (NLP) techniques have accomplished hi...
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11/04/2021
Count-Less: A Counting Sketch for the Data Plane of High Speed Switches
Demands are increasing to measure per-flow statistics in the data plane ...
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08/30/2021
ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation
The rapid growth of the Internet of Things (IoT) devices is paralleled b...
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03/26/2021
ShellCore: Automating Malicious IoT Software Detection by Using Shell Commands Representation
The Linux shell is a command-line interpreter that provides users with a...
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03/26/2021
Understanding Internet of Things Malware by Analyzing Endpoints in their Static Artifacts
The lack of security measures among the Internet of Things (IoT) devices...
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03/03/2021
Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube
Social media has become an essential part of the daily routines of child...
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06/30/2020
Generating Adversarial Examples with an Optimized Quality
Deep learning models are widely used in a range of application areas, su...
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05/14/2020
A Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification
The wide acceptance of Internet of Things (IoT) for both household and i...
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05/14/2020
Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification
The wide acceptance of Internet of Things (IoT) for both household and i...
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01/23/2020
Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Survey
Mobile devices and technologies have become increasingly popular, offeri...
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10/02/2019
W-Net: A CNN-based Architecture for White Blood Cells Image Classification
Computer-aided methods for analyzing white blood cells (WBC) have become...
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09/20/2019
COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection
Despite many attempts, the state-of-the-art of adversarial machine learn...
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04/06/2019
Exploring the Attack Surface of Blockchain: A Systematic Overview
In this paper, we systematically explore the attack surface of the Block...
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02/11/2019
Scaling Up Anomaly Detection Using In-DRAM Working Set of Active Flows Table
In the zettabyte era, per-flow measurement becomes more challenging owin...
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02/11/2019
Analyzing, Comparing, and Detecting Emerging Malware: A Graph-based Approach
The growth in the number of Android and Internet of Things (IoT) devices...
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02/10/2019
Analyzing Endpoints in the Internet of Things Malware
The lack of security measures in the Internet of Things (IoT) devices an...
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01/04/2019
Network-based Analysis and Classification of Malware using Behavioral Artifacts Ordering
Using runtime execution artifacts to identify malware and its associated...
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06/29/2018