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Author

Aviad Cohen

Observed names: A. Cohen, Cohen Aviad, Cohen, Aviad
Observed institutions: Ben-Gurion University of the Negev, Tel Aviv University, Technion – Israel Institute of Technology, Hebrew University of Jerusalem, Soroka Medical Center, Intel (Israel)
ORCID: 0000-0001-9976-0525
Observed ORCID: 0000-0001-9976-0525
OpenAlex ID: A5035352952
Dispersers, deterministic amplification, and weak random sources
1989 · A. Cohen, A. Wigderson · Annual Symposium on Foundations of Computer Science · 186
Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory
2018 · Aviad Cohen, Nir Nissim · Expert Systems with Applications · 137
Streptococcus pneumoniae Cell Wall-Localized Trigger Factor Elicits a Protective Immune Response and Contributes to Bacterial Adhesion to the Host
2019 · Aviad Cohen, Shani Troib, et al. · Scientific Reports · 120
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ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology
2016 · Nir Nissim, Aviad Cohen, et al. · IEEE Transactions on Information Forensics and Security · 101
Detection of malicious PDF files and directions for enhancements: A state-of-the art survey
2014 · Nir Nissim, Aviad Cohen, et al. · Computers & Security · 100
SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods
2016 · Aviad Cohen, Nir Nissim, et al. · Expert Systems with Applications · 79
MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images
2020 · Aviad Cohen, Nir Nissim, et al. · IEEE Access · 56
The infinite race between steganography and steganalysis in images
2022 · Trivikram Muralidharan, Aviad Cohen, et al. · Signal Processing · 53
Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments
2020 · Daniel Nahmias, Aviad Cohen, et al. · Neural Networks · 52
File Packing from the Malware Perspective: Techniques, Analysis Approaches, and Directions for Enhancements
2022 · Trivikram Muralidharan, Aviad Cohen, et al. · ACM Computing Surveys · 51
Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining
2018 · Nir Nissim, Yuval Lapidot, et al. · Knowledge-Based Systems · 51
Volatile memory analysis using the MinHash method for efficient and secured detection of malware in private cloud
2019 · Nir Nissim, Omri Lahav, et al. · Computers & Security · 46
Mind your privacy: Privacy leakage through BCI applications using machine learning methods
2020 · Ofir Landau, Aviad Cohen, et al. · Knowledge-Based Systems · 45
Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods
2018 · Aviad Cohen, Nir Nissim, et al. · Expert Systems with Applications · 42
ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files
2014 · Nir Nissim, Aviad Cohen, et al. · 42
Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework
2016 · Nir Nissim, Aviad Cohen, et al. · Security Informatics · 35
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CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices
2020 · Matan Kintzlinger, Aviad Cohen, et al. · IEEE Access · 30
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TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning
2019 · Daniel Nahmias, Aviad Cohen, et al. · International Joint Conference on Neural Networks (IJCNN) · 28
Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework
2019 · Nir Nissim, Aviad Cohen, et al. · IEEE Access · 26
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Dispersers, Deterministic Amplification, and Weak Random Sources (Extended Abstract)
1989 · Aviad Cohen, Avi Wigderson · 25
Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis
2021 · Ori Or-Meir, Aviad Cohen, et al. · International Joint Conference on Neural Networks (IJCNN) · 22
Streptococcus pneumoniae Cell-Wall-Localized Phosphoenolpyruvate Protein Phosphotransferase Can Function as an Adhesin: Identification of Its Host Target Molecules and Evaluation of Its Potential as a Vaccine
2016 · Yaffa Mizrachi Nebenzahl, Karin Blau, et al. · PLoS ONE · 21
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ASSAF: Advanced and Slim StegAnalysis Detection Framework for JPEG images based on deep convolutional denoising autoencoder and Siamese networks
2020 · Assaf Cohen, Aviad Cohen, et al. · Neural Networks · 17
Boosting the Detection of Malicious Documents Using Designated Active Learning Methods
2015 · Nir Nissim, Aviad Cohen, et al. · International Conference on Machine Learning and Applications · 13
Efficient feature extraction methodologies for unknown MP4-Malware detection using Machine learning algorithms
2023 · Tal Tsafrir, Aviad Cohen, et al. · Expert Systems with Applications · 11
Works count: 38
Citation count: 1,420
H-index: 21
I10-index: 25
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