92 citations · 148 across the 18 of their papers we have counts for
19 papers
HTTP REST API Structure Learning
Ran Dubin, Amit Dvir
Application Programming Interfaces (APIs) are essential in software development, enabling web services, mobile apps, and microservices. However, their widespread use introduces sig…
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies
Revital Marbel, Yanir Cohen, Ran Dubin +2
Ensuring the security of cloud environments is imperative for sustaining organizational growth and operational efficiency. As the ubiquity of cloud services continues to rise, the…
Enhancing Encrypted Internet Traffic Classification Through Advanced Data Augmentation Techniques
Yehonatan Zion, Porat Aharon, Ran Dubin +2
The increasing popularity of online services has made Internet Traffic Classification a critical field of study. However, the rapid development of internet protocols and encryption…
RoBERTa-Augmented Synthesis for Detecting Malicious API Requests
Udi Aharon, Revital Marbel, Ran Dubin +2
Web applications and APIs face constant threats from malicious actors seeking to exploit vulnerabilities for illicit gains. To defend against these threats, it is essential to have…
A Classification-by-Retrieval Framework for Few-Shot Anomaly Detection to Detect API Injection Attacks
Udi Aharon, Ran Dubin, Amit Dvir +1
Application Programming Interface (API) Injection attacks refer to the unauthorized or malicious use of APIs, which are often exploited to gain access to sensitive data or manipula…
CBR -- Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
Amir Lukach, Ran Dubin, Amit Dvir +1
Encrypted network traffic Classification tackles the problem from different approaches and with different goals. One of the common approaches is using Machine learning or Deep Lear…