Ran Dubin

According to our database, Ran Dubin authored at least 39 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Content Disarm and Reconstruction of Microsoft Office OLE files.

Ran Dubin

Comput. Secur., February, 2024

OSF-EIMTC: An open-source framework for standardized encrypted internet traffic classification.

Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj

Comput. Commun., January, 2024

Steganalysis of AI Models LSB Attacks.

Daniel Gilkarov, Ran Dubin

IEEE Trans. Inf. Forensics Secur., 2024

The art of time-bending: Data augmentation and early prediction for efficient traffic classification.

Chen Hajaj, Porat Aharon, Ran Dubin, Amit Dvir

Expert Syst. Appl., 2024

Model X-Ray: Detection of Hidden Malware in AI Model Weights using Few Shot Learning.

Daniel Gilkarov, Ran Dubin

CoRR, 2024

Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies.

Revital Marbel, Yanir Cohen, Ran Dubin, Amit Dvir, Chen Hajaj

CoRR, 2024

Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques.

Yehonatan Zion, Porat Aharon, Ran Dubin, Amit Dvir, Chen Hajaj

CoRR, 2024

Few-Shot API Attack Detection: Overcoming Data Scarcity with GAN-Inspired Learning.

Udi Aharon, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj

CoRR, 2024

Few-Shot API Attack Anomaly Detection in a Classification-by-Retrieval Framework.

Udi Aharon, Ran Dubin, Amit Dvir, Chen Hajaj

CoRR, 2024

CBR - Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution.

Amir Lukach, Ran Dubin, Amit Dvir, Chen Hajaj

CoRR, 2024

Extending limited datasets with GAN-like self-supervision for SMS spam detection.

Or Haim Anidjar, Revital Marbel, Ran Dubin, Amit Dvir, Chen Hajaj

Comput. Secur., 2024

Hidden in Time, Revealed in Frequency: Spectral Features and Multiresolution Analysis for Encrypted Internet Traffic Classification.

Nathan Dillbary, Roi Yozevitch, Amit Dvir, Ran Dubin, Chen Hajaj

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

Content Disarm and Reconstruction of RTF Files a Zero File Trust Methodology.

Ran Dubin

IEEE Trans. Inf. Forensics Secur., 2023

Disarming Steganography Attacks Inside Neural Network Models.

Ran Dubin

CoRR, 2023

Open Image Content Disarm And Reconstruction.

Eli Belkind, Ran Dubin, Amit Dvir

CoRR, 2023

When a RF beats a CNN and GRU, together - A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification.

Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj

Comput. Secur., 2023

Disarming Attacks Inside Neural Network Models.

Ran Dubin

IEEE Access, 2023

Content Disarm and Reconstruction of PDF Files.

Ran Dubin

IEEE Access, 2023

2022

Robust Machine Learning for Encrypted Traffic Classification.

Amit Dvir, Yehonatan Zion, Jonathan Muehlstein, Ofir Pele, Ran Dubin

Dataset, May, 2022

Open-Source Framework for Encrypted Internet and Malicious Traffic Classification.

Ofek Bader, Adi Lichy, Amit Dvir, Ran Dubin, Chen Hajaj

CoRR, 2022

MalDIST: From Encrypted Traffic Classification to Malware Traffic Detection and Classification.

Ofek Bader, Adi Lichy, Chen Hajaj, Ran Dubin, Amit Dvir

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2020

Encrypted video traffic clustering demystified.

Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan, Chen Hajaj

Comput. Secur., 2020

2019

MiSAL - A minimal quality representation switch logic for adaptive streaming.

Amit Dvir, Nissim Harel, Ran Dubin, Refael Barkan, Raffael Shalala, Ofer Hadar

Multim. Tools Appl., 2019

A fair server adaptation algorithm for HTTP adaptive streaming using video complexity.

Ran Dubin, Raffael Shalala, Amit Dvir, Ofir Pele, Ofer Hadar

Multim. Tools Appl., 2019

Clustering the Unknown - The Youtube Case.

Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan

Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018

Adaptation logic for HTTP dynamic adaptive streaming using geo-predictive crowdsourcing for mobile users.

Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach

Multim. Syst., 2018

Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming.

Ran Dubin, Ofer Hadar, Amit Dvir, Ofir Pele

KSII Trans. Internet Inf. Syst., 2018

Video QoE Prediction Based on User Profile.

Raffael Shalala, Ran Dubin, Ofer Hadar, Amit Dvir

Proceedings of the 2018 International Conference on Computing, 2018

2017

I Know What You Saw Last Minute - Encrypted HTTP Adaptive Video Streaming Title Classification.

Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar

IEEE Trans. Inf. Forensics Secur., 2017

Analyzing HTTPS encrypted traffic to identify user's operating system, browser and application.

Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

2016

Analyzing HTTPS Encrypted Traffic to Identify User Operating System, Browser and Application.

Jonathan Muehlstein, Yehonatan Zion, Maor Bahumi, Itay Kirshenboim, Ran Dubin, Amit Dvir, Ofir Pele

CoRR, 2016

Real Time Video Quality Representation Classification of Encrypted HTTP Adaptive Video Streaming - the Case of Safari.

Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Richman, Ofir Trabelsi

CoRR, 2016

Adaptation Logic for HTTP Dynamic Adaptive Streaming using Geo-Predictive Crowdsourcing.

Ran Dubin, Amit Dvir, Ofir Pele, Ofer Hadar, Itay Katz, Ori Mashiach

CoRR, 2016

Video quality representation classification of Safari encrypted DASH streams.

Ran Dubin, Ofer Hadar, Itay Richman, Ofir Trabelsi, Amit Dvir, Ofir Pele

Proceedings of the Digital Media Industry & Academic Forum, 2016

2015

Multicast adaptive logic for Dynamic Adaptive Streaming over HTTP network.

Ran Dubin, Amit Dvir, Ofer Hadar, Nissim Harel, Refael Barkan

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Video complexity hybrid traffic shaping for HTTP Adaptive Streaming.

Ran Dubin, Amit Dvir, Ofer Hadar, Raffael Shalala, Ofir Ahark

Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015

Novel ad insertion technique for MPEG-DASH.

Ran Dubin, Amit Dvir, Ofer Hadar, Tomer Frid, Alex Vesker

Proceedings of the 12th Annual IEEE Consumer Communications and Networking Conference, 2015

Hybrid Clustered Peer-Assisted DASH-SVC System.

Ran Dubin, Ofer Hadar, Yariv Freifeld, Aviv Ruham, Amit Dvir, Nissim Harel, Refael Barkan

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2013

The effect of client buffer and MBR consideration on DASH Adaptation Logic.

Ran Dubin, Ofer Hadar, Amit Dvir

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013