Optimized Approaches to Malware Detection: a Study of Machine Learning and Deep Learning Techniques

Digital systems find it challenging to keep up with cybersecurity threats. The daily emergence of more than 560,000 new malware strains poses significant hazards to the digital ecosystem. The traditional malware detection methods fail to operate properly and yield high false positive rates with l...

Command Injection

deeplake is vulnerable to Command Injection. The vulnerability is due to a lack of input sanitization within the ingestkaggle API when ingesting a remote Kaggle dataset, allowing an attacker to execute arbitrary commands on the server...

CVE-2024-6507

Command injection when ingesting a remote Kaggle dataset due to a lack of input sanitization in the ingestkaggle API...

CVE-2024-6507 Deep Lake Kaggle command injection

Command injection when ingesting a remote Kaggle dataset due to a lack of input sanitization in the ingestkaggle API...

CVE-2024-6507 Deep Lake Kaggle command injection

Command injection when ingesting a remote Kaggle dataset due to a lack of input sanitization in the ingestkaggle API...

CVE-2024-6507 Deep Lake Kaggle command injection

Command injection when ingesting a remote Kaggle dataset due to a lack of input sanitization in the ingestkaggle API...

CVE-2024-6507

CVE-2024-6507 relates to a command injection in the Deep Lake AI database when ingesting a remote Kaggle dataset, caused by insufficient input sanitization in the ingest_kaggle() API. The vulnerability is described across multiple sources (NVD/Red Hat/Veracode) with a high impact profile (CVSS v3...

PT-2024-37677 · Deeplake · Deeplake

Name of the Vulnerable Software and Affected Versions: Software affected versions not specified Description: The issue is related to command injection when ingesting a remote Kaggle dataset due to a lack of input sanitization in the ingest kaggle API. This allows for potential command injection...

Deep Lake Security Breach

Deep Lake is an AI database open-sourced by Activeloop. Its storage format is optimized for deep learning applications. A security vulnerability exists in Deep Lake version 3.9.10, which stems from a lack of input cleanup and command injection when extracting remote Kaggle datasets...

Microsoft AI competition explores the next evolution of predictive technologies in security

Predictive technologies are already effective at detecting and blocking malware at first sight. A new malware prediction competition on Kaggle will challenge the data science community to push these technologies even furtherto stop malware before it is even seen. The Microsoft-sponsored competiti...

Wallarm New Open Source Module and Kaggle Hackathon

A key element of any security solution, whether its a WAF, NGWAF, RASP or even a SIEM or a classic IDS, is the ability to correctly detect whether an incoming API request is malicious. The traditional way to do it is using signatures and regular expressions regex. Some sets of signatures are...