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Aviad Cohen 0002
Person information
- affiliation: Ben-Gurion University of the Negev, Beer Sheva, Israel
Other persons with the same name
- Aviad Cohen 0001 — Intel Corporation, Haifa, Israel
- Aviad Cohen 0003 — Mobileye
- Aviad Cohen 0004 — Samsung Israel R&D Center, Tel Aviv, Israel
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2020 – today
- 2023
- [j17]Trivikram Muralidharan
, Aviad Cohen
, Noa Gerson
, Nir Nissim
:
File Packing from the Malware Perspective: Techniques, Analysis Approaches, and Directions for Enhancements. ACM Comput. Surv. 55(5): 108:1-108:45 (2023) - [j16]Tal Tsafrir, Aviad Cohen
, Etay Nir, Nir Nissim
:
Efficient feature extraction methodologies for unknown MP4-Malware detection using Machine learning algorithms. Expert Syst. Appl. 219: 119615 (2023) - 2022
- [j15]Trivikram Muralidharan
, Aviad Cohen, Assaf Cohen, Nir Nissim
:
The infinite race between steganography and steganalysis in images. Signal Process. 201: 108711 (2022) - 2021
- [c6]Ori Or-Meir, Aviad Cohen, Yuval Elovici, Lior Rokach, Nir Nissim:
Pay Attention: Improving Classification of PE Malware Using Attention Mechanisms Based on System Call Analysis. IJCNN 2021: 1-8 - 2020
- [j14]Aviad Cohen
, Nir Nissim
, Yuval Elovici
:
MalJPEG: Machine Learning Based Solution for the Detection of Malicious JPEG Images. IEEE Access 8: 19997-20011 (2020) - [j13]Matan Kintzlinger
, Aviad Cohen
, Nir Nissim
, Moshe Rav-Acha
, Vladimir Khalameizer, Yuval Elovici
, Yuval Shahar
, Amos Katz
:
CardiWall: A Trusted Firewall for the Detection of Malicious Clinical Programming of Cardiac Implantable Electronic Devices. IEEE Access 8: 48123-48140 (2020) - [j12]Ofir Landau, Aviad Cohen, Shirley Gordon, Nir Nissim:
Mind your privacy: Privacy leakage through BCI applications using machine learning methods. Knowl. Based Syst. 198: 105932 (2020) - [j11]Daniel Nahmias
, Aviad Cohen, Nir Nissim
, Yuval Elovici:
Deep feature transfer learning for trusted and automated malware signature generation in private cloud environments. Neural Networks 124: 243-257 (2020) - [j10]Assaf Cohen
, Aviad Cohen
, Nir Nissim
:
ASSAF: Advanced and Slim StegAnalysis Detection Framework for JPEG images based on deep convolutional denoising autoencoder and Siamese networks. Neural Networks 131: 64-77 (2020)
2010 – 2019
- 2019
- [j9]Nir Nissim
, Aviad Cohen
, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
:
Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access 7: 110050-110073 (2019) - [j8]Nir Nissim, Omri Lahav, Aviad Cohen
, Yuval Elovici, Lior Rokach:
Volatile memory analysis using the MinHash method for efficient and secured detection of malware in private cloud. Comput. Secur. 87 (2019) - [c5]Daniel Nahmias, Aviad Cohen
, Nir Nissim, Yuval Elovici:
TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning. IJCNN 2019: 1-8 - 2018
- [j7]Aviad Cohen
, Nir Nissim
:
Trusted detection of ransomware in a private cloud using machine learning methods leveraging meta-features from volatile memory. Expert Syst. Appl. 102: 158-178 (2018) - [j6]Aviad Cohen
, Nir Nissim
, Yuval Elovici:
Novel set of general descriptive features for enhanced detection of malicious emails using machine learning methods. Expert Syst. Appl. 110: 143-169 (2018) - [j5]Nir Nissim
, Yuval Lapidot, Aviad Cohen, Yuval Elovici:
Trusted system-calls analysis methodology aimed at detection of compromised virtual machines using sequential mining. Knowl. Based Syst. 153: 147-175 (2018) - 2017
- [j4]Nir Nissim
, Aviad Cohen, Yuval Elovici:
ALDOCX: Detection of Unknown Malicious Microsoft Office Documents Using Designated Active Learning Methods Based on New Structural Feature Extraction Methodology. IEEE Trans. Inf. Forensics Secur. 12(3): 631-646 (2017) - [c4]Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
:
Scholarly Digital Libraries as a Platform for Malware Distribution. SG-CRC 2017: 107-128 - 2016
- [j3]Aviad Cohen, Nir Nissim, Lior Rokach, Yuval Elovici:
SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods. Expert Syst. Appl. 63: 324-343 (2016) - [j2]Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Matan Edri, Oren Bar-Ad, Yuval Elovici:
Keeping pace with the creation of new malicious PDF files using an active-learning based detection framework. Secur. Informatics 5(1): 1 (2016) - 2015
- [j1]Nir Nissim, Aviad Cohen, Chanan Glezer
, Yuval Elovici:
Detection of malicious PDF files and directions for enhancements: A state-of-the art survey. Comput. Secur. 48: 246-266 (2015) - [c3]Nir Nissim, Aviad Cohen, Yuval Elovici:
Boosting the Detection of Malicious Documents Using Designated Active Learning Methods. ICMLA 2015: 760-765 - [c2]Yisroel Mirsky, Aviad Cohen, Roni Stern, Ariel Felner, Lior Rokach, Yuval Elovici, Bracha Shapira:
Search Problems in the Domain of Multiplication: Case Study on Anomaly Detection Using Markov Chains. SOCS 2015: 70-77 - 2014
- [c1]Nir Nissim, Aviad Cohen, Robert Moskovitch, Asaf Shabtai, Mattan Edry, Oren Bar-Ad, Yuval Elovici:
ALPD: Active Learning Framework for Enhancing the Detection of Malicious PDF Files. JISIC 2014: 91-98
Coauthor Index
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