Ran Dubin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Video Streaming

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

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 (2024)
Ran Dubin
Content Disarm and Reconstruction of Microsoft Office OLE files. Comput. Secur. 137 (2024)
Yehonatan Zion, Porat Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques. CoRR (2024)
Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj
Few-Shot API Attack Anomaly Detection in a Classification-by-Retrieval Framework. CoRR (2024)
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 (2024)
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)
Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj
CBR - Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution. CoRR (2024)
Daniel Gilkarov, Ran Dubin
Steganalysis of AI Models LSB Attacks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
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 (2024)
Udi Aharon, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj
Few-Shot API Attack Detection: Overcoming Data Scarcity with GAN-Inspired Learning. CoRR (2024)
Ran Dubin
Content Disarm and Reconstruction of RTF Files a Zero File Trust Methodology. IEEE Trans. Inf. Forensics Secur. 18 (2023)
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 (2023)
Ran Dubin
Content Disarm and Reconstruction of PDF Files. IEEE Access 11 (2023)
Ran Dubin
Disarming Steganography Attacks Inside Neural Network Models. CoRR (2023)
Eli Belkind, Ran Dubin, Amit Dvir
Open Image Content Disarm And Reconstruction. CoRR (2023)
Daniel Gilkarov, Ran Dubin
Steganalysis of AI Models LSB Attacks. CoRR (2023)
Ran Dubin
Disarming Attacks Inside Neural Network Models. IEEE Access 11 (2023)
Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj
Open-Source Framework for Encrypted Internet and Malicious Traffic Classification. CoRR (2022)
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 (2022)
Ofek Bader, Adi Lichy, Chen Hajaj, Ran Dubin, Amit Dvir
MalDIST: From Encrypted Traffic Classification to Malware Traffic Detection and Classification. CCNC (2022)
Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan, Chen Hajaj
Encrypted video traffic clustering demystified. Comput. Secur. 96 (2020)
Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan
Clustering the Unknown - The Youtube Case. ICNC (2019)
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) (2019)
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) (2019)
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) (2018)
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) (2018)
Raffael Shalala, Ran Dubin, Ofer Hadar, Amit Dvir
Video QoE Prediction Based on User Profile. ICNC (2018)
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)
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) (2017)
Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach
Adaptation Logic for HTTP Dynamic Adaptive Streaming using Geo-Predictive Crowdsourcing. CoRR (2016)
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 (2016)
Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar
I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification. CoRR (2016)
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 (2016)
Ran Dubin, Ofer Hadar, Itay Richman, Ofir Trabelsi, Amit Dvir, Ofir Pele
Video quality representation classification of Safari encrypted DASH streams. DMIAF (2016)
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)
Ran Dubin, Amit Dvir, Ofer Hadar, Raffael Shalala, Ofir Ahark
Video complexity hybrid traffic shaping for HTTP Adaptive Streaming. CCNC (2015)
Ran Dubin, Amit Dvir, Ofer Hadar, Tomer Frid, Alex Vesker
Novel ad insertion technique for MPEG-DASH. CCNC (2015)
Ran Dubin, Amit Dvir, Ofer Hadar, Nissim Harel, Refael Barkan
Multicast adaptive logic for Dynamic Adaptive Streaming over HTTP network. INFOCOM Workshops (2015)
Ran Dubin, Ofer Hadar, Amit Dvir
The effect of client buffer and MBR consideration on DASH Adaptation Logic. WCNC (2013)