Search Results for author: Royi Ronen

Found 5 papers, 3 papers with code

In Search of Truth: An Interrogation Approach to Hallucination Detection

1 code implementation5 Mar 2024 Yakir Yehuda, Itzik Malkiel, Oren Barkan, Jonathan Weill, Royi Ronen, Noam Koenigstein

Despite the many advances of Large Language Models (LLMs) and their unprecedented rapid evolution, their impact and integration into every facet of our daily lives is limited due to various reasons.

Hallucination

GPT-Calls: Enhancing Call Segmentation and Tagging by Generating Synthetic Conversations via Large Language Models

no code implementations9 Jun 2023 Itzik Malkiel, Uri Alon, Yakir Yehuda, Shahar Keren, Oren Barkan, Royi Ronen, Noam Koenigstein

The online phase is applied to every call separately and scores the similarity between the transcripted conversation and the topic anchors found in the offline phase.

Segmentation TAG

Microsoft Malware Classification Challenge

2 code implementations22 Feb 2018 Royi Ronen, Marian Radu, Corina Feuerstein, Elad Yom-Tov, Mansour Ahmadi

The Microsoft Malware Classification Challenge was announced in 2015 along with a publication of a huge dataset of nearly 0. 5 terabytes, consisting of disassembly and bytecode of more than 20K malware samples.

Cryptography and Security

Learning to Customize Network Security Rules

1 code implementation28 Dec 2017 Michael Bargury, Roy Levin, Royi Ronen

The results prove the hypothesis that firewall rules can be automatically generated based on router data, and that an automated method can be effective in blocking a high percentage of malicious traffic.

Blocking Cloud Computing

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