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2020 – today
- 2024
[j15]Ofek Bader, Adi Lichy, Amit Dvir
, Ran Dubin, Chen Hajaj:
OSF-EIMTC: An open-source framework for standardized encrypted internet traffic classification. Comput. Commun. 213: 271-284 (2024)- [j14]Ran Dubin:
Content Disarm and Reconstruction of Microsoft Office OLE files. Comput. Secur. 137: 103647 (2024) - [j13]Or Haim Anidjar, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj:
Extending limited datasets with GAN-like self-supervision for SMS spam detection. Comput. Secur. 145: 103998 (2024) - [j12]Chen Hajaj, Porat Aharon, Ran Dubin, Amit Dvir:
The art of time-bending: Data augmentation and early prediction for efficient traffic classification. Expert Syst. Appl. 252: 124166 (2024) - [j11]Daniel Gilkarov, Ran Dubin:
Steganalysis of AI Models LSB Attacks. IEEE Trans. Inf. Forensics Secur. 19: 4767-4779 (2024) - [c11]Nathan Dillbary, Roi Yozevitch, Amit Dvir, Ran Dubin, Chen Hajaj:
Hidden in Time, Revealed in Frequency: Spectral Features and Multiresolution Analysis for Encrypted Internet Traffic Classification. CCNC 2024: 266-271 - [i15]Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj:
CBR - Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution. CoRR abs/2403.11206 (2024) - [i14]Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj:
Few-Shot API Attack Anomaly Detection in a Classification-by-Retrieval Framework. CoRR abs/2405.11247 (2024) - [i13]Udi Aharon, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj:
Few-Shot API Attack Detection: Overcoming Data Scarcity with GAN-Inspired Learning. CoRR abs/2405.11258 (2024) - [i12]Yehonatan Zion, Porat Aharon, Ran Dubin, Amit Dvir, Chen Hajaj:
Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques. CoRR abs/2407.16539 (2024) - [i11]Revital Marbel, Yanir Cohen, Ran Dubin, Amit Dvir, Chen Hajaj:
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies. CoRR abs/2409.12726 (2024) - [i10]Daniel Gilkarov, Ran Dubin:
Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning. CoRR abs/2409.19310 (2024) - 2023
- [j10]Ran Dubin:
Content Disarm and Reconstruction of PDF Files. IEEE Access 11: 38399-38416 (2023) - [j9]Ran Dubin:
Disarming Attacks Inside Neural Network Models. IEEE Access 11: 124295-124303 (2023) - [j8]Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj:
When a RF beats a CNN and GRU, together - A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification. Comput. Secur. 124: 103000 (2023) - [j7]Ran Dubin:
Content Disarm and Reconstruction of RTF Files a Zero File Trust Methodology. IEEE Trans. Inf. Forensics Secur. 18: 1461-1472 (2023) - [i9]Eli Belkind, Ran Dubin, Amit Dvir:
Open Image Content Disarm And Reconstruction. CoRR abs/2307.14057 (2023) - [i8]Ran Dubin:
Disarming Steganography Attacks Inside Neural Network Models. CoRR abs/2309.03071 (2023) - [i7]Daniel Gilkarov, Ran Dubin:
Steganalysis of AI Models LSB Attacks. CoRR abs/2310.01969 (2023) - 2022
- [c10]Ofek Bader, Adi Lichy, Chen Hajaj, Ran Dubin, Amit Dvir:
MalDIST: From Encrypted Traffic Classification to Malware Traffic Detection and Classification. CCNC 2022: 527-533 - [d1]Amit Dvir, Yehonatan Zion, Jonathan Muehlstein, Ofir Pele, Ran Dubin:
Robust Machine Learning for Encrypted Traffic Classification. IEEE DataPort, 2022
- [i6]Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj:
When a RF Beats a CNN and GRU, Together - A Comparison of Deep Learning and Classical Machine Learning Approaches for Encrypted Malware Traffic Classification. CoRR abs/2206.08004 (2022) - [i5]Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj:
Open-Source Framework for Encrypted Internet and Malicious Traffic Classification. CoRR abs/2206.10144 (2022) - 2020
- [j6]Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan, Chen Hajaj:
Encrypted video traffic clustering demystified. Comput. Secur. 96: 101917 (2020)
2010 – 2019
- 2019
- [j5]Ran Dubin, Raffael Shalala, Amit Dvir, Ofir Pele, Ofer Hadar:
A fair server adaptation algorithm for HTTP adaptive streaming using video complexity. Multim. Tools Appl. 78(9): 11203-11222 (2019) - [j4]Amit Dvir, Nissim Harel, Ran Dubin, Refael Barkan, Raffael Shalala, Ofer Hadar:
MiSAL - A minimal quality representation switch logic for adaptive streaming. Multim. Tools Appl. 78(18): 26483-26508 (2019) - [c9]Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan:
Clustering the Unknown - The Youtube Case. ICNC 2019: 402-407 - 2018
- [j3]Ran Dubin, Ofer Hadar, Amit Dvir, Ofir Pele:
Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming. KSII Trans. Internet Inf. Syst. 12(8): 3804-3819 (2018) - [j2]Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach:
Adaptation logic for HTTP dynamic adaptive streaming using geo-predictive crowdsourcing for mobile users. Multim. Syst. 24(1): 19-31 (2018) - [c8]Raffael Shalala, Ran Dubin, Ofer Hadar, Amit Dvir:
Video QoE Prediction Based on User Profile. ICNC 2018: 588-592 - 2017
- [j1]Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar:
I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. IEEE Trans. Inf. Forensics Secur. 12(12): 3039-3049 (2017) - [c7]Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele:
Analyzing HTTPS encrypted traffic to identify user's operating system, browser and application. CCNC 2017: 1-6 - 2016
- [c6]Ran Dubin, Ofer Hadar, Itay Richman, Ofir Trabelsi, Amit Dvir, Ofir Pele:
Video quality representation classification of Safari encrypted DASH streams. DMIAF 2016: 213-216 - [i4]Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Richman, Ofir Trabelsi:
Real Time Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming - the Case of Safari. CoRR abs/1602.00489 (2016) - [i3]Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar:
I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. CoRR abs/1602.00490 (2016) - [i2]Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach:
Adaptation Logic for HTTP Dynamic Adaptive Streaming using Geo-Predictive Crowdsourcing. CoRR abs/1602.02030 (2016) - [i1]Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele:
Analyzing HTTPS Encrypted Traffic to Identify User Operating System, Browser and Application. CoRR abs/1603.04865 (2016) - 2015
- [c5]Ran Dubin, Ofer Hadar, Yariv Freifeld, Aviv Ruham, Amit Dvir, Nissim Harel, Refael Barkan:
Hybrid Clustered Peer-Assisted DASH-SVC System. CIT/IUCC/DASC/PICom 2015: 1651-1656 - [c4]Ran Dubin, Amit Dvir, Ofer Hadar, Tomer Frid, Alex Vesker:
Novel ad insertion technique for MPEG-DASH. CCNC 2015: 582-587 - [c3]Ran Dubin, Amit Dvir, Ofer Hadar, Raffael Shalala, Ofir Ahark:
Video complexity hybrid traffic shaping for HTTP Adaptive Streaming. CCNC 2015: 683-688 - [c2]Ran Dubin, Amit Dvir, Ofer Hadar, Nissim Harel, Refael Barkan:
Multicast adaptive logic for Dynamic Adaptive Streaming over HTTP network. INFOCOM Workshops 2015: 269-274 - 2013
- [c1]Ran Dubin, Ofer Hadar, Amit Dvir:
The effect of client buffer and MBR consideration on DASH Adaptation Logic. WCNC 2013: 2178-2183
Coauthor Index
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