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Qualys Blog
Qualys Blog
added 2026/02/02 7:19 p.m.33 views

Mutagen Astronomy: From Discovery to CISA Recognition—A Seven-Year Journey

Introduction On January 26, 2026,the Cybersecurity and Infrastructure Security Agency CISA added CVE-2018-14634 to its Known Exploited Vulnerabilities KEV catalog. The same vulnerability was discovered by the Qualys Threat Research Unit TRU in September 2018. We nicknamed it "Mutagen Astronomy" a...

10CVSS8.2AI score0.99969EPSS
SaveExploits399
Packet Storm News
Packet Storm News
added 2026/02/01 12:00 a.m.10 views

HACK NDSU: A Real-World Event to Promote Student Interest in Cybersecurity

Hack NDSU let students scan, probe, and hack North Dakota State University's campus network, under professionals' supervision, providing an aspirational experience, potentially motivating them to enter the field. This paper provides a blueprint for educational hacking events against production...

5.4AI score
SaveExploits0
RedhatCVE
RedhatCVE
added 2026/01/31 9:13 p.m.14 views

CVE-2026-25130

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS6.2AI score0.00831EPSS
SaveExploits3References1
Wired Threat Level
Wired Threat Level
added 2026/01/31 11:30 a.m.14 views

Jeffrey Epstein Had a ‘Personal Hacker,’ Informant Claims

Plus: AI agent OpenClaw gives cybersecurity experts the willies, China executes 11 scam compound bosses, a $40 million crypto theft has an unexpected alleged culprit, and more...

5.9AI score
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NVD
NVD
added 2026/01/30 9:15 p.m.13 views

CVE-2026-25130

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS0.00831EPSS
SaveExploits3References3
OSV
OSV
added 2026/01/30 8:38 p.m.9 views

GHSA-JFPC-WJ3M-QW2M CAI find_file Agent Tool has Command Injection Vulnerability Through Argument Injection

Summary The CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with shell=True, allowing attackers to execute arbitrary commands on the host system. Vulnerable...

9.6CVSS6.2AI score0.00831EPSS
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Snyk
Snyk
added 2026/01/30 8:38 p.m.29 views

Arbitrary Command Injection

Overview cai-framework is a Cybersecurity AI Framework Affected versions of this package are vulnerable to Arbitrary Command Injection via the findfile function, which calls subprocess.Popen with shell=True. An attacker can execute arbitrary commands on the host system by injecting malicious...

9.6CVSS5.8AI score0.00831EPSS
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Vulnrichment
Vulnrichment
added 2026/01/30 8:15 p.m.8 views

CVE-2026-25130 Cybersecurity AI vulnerable to command Injection through argument injection in find_file Agent tool

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS6AI score0.00831EPSS
SaveExploits3References3
Cvelist
Cvelist
added 2026/01/30 8:15 p.m.43 views

CVE-2026-25130 Cybersecurity AI vulnerable to command Injection through argument injection in find_file Agent tool

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS0.00831EPSS
SaveExploits3References3
CVE
CVE
added 2026/01/30 8:15 p.m.93 views

CVE-2026-25130

CVE-2026-25130 affects the Cybersecurity AI (CAI) framework up to version 0.5.10. The vulnerability is in the find_file() tool (src/cai/tools/reconnaissance/filesystem.py): user-controlled input is concatenated into a shell command using a plain f-string and run via shell=True, enabling argument ...

9.6CVSS6.2AI score0.00831EPSS
SaveExploits3References3
OSV
OSV
added 2026/01/30 8:15 p.m.11 views

CVE-2026-25130 Cybersecurity AI vulnerable to command Injection through argument injection in find_file Agent tool

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS6.2AI score
SaveExploits0References5
ATTACKERKB
ATTACKERKB
added 2026/01/30 8:15 p.m.8 views

CVE-2026-25130

Cybersecurity AI CAI is a framework for AI Security. In versions up to and including 0.5.10, the CAI Cybersecurity AI framework contains multiple argument injection vulnerabilities in its function tools. User-controlled input is passed directly to shell commands via subprocess.Popen with...

9.6CVSS6.2AI score0.00831EPSS
SaveExploits3References4Affected Software1
CNNVD
CNNVD
added 2026/01/30 12:00 a.m.13 views

Cybersecurity AI operating system command injection vulnerabilities

Cybersecurity AI is an open-source network security AI framework developed by Alias Robotics. Versions of Cybersecurity AI prior to 0.5.10 contain a vulnerability related to operating system command injection. This vulnerability stems from parameter injections in multiple function tools, which ma...

9.6CVSS6.1AI score0.00831EPSS
SaveExploits3References4
Positive Technologies
Positive Technologies
added 2026/01/30 12:00 a.m.18 views

PT-2026-5441

Name of the Vulnerable Software and Affected Versions Cybersecurity AI CAI versions up to and including 0.5.10 Description The Cybersecurity AI CAI framework contains multiple argument injection vulnerabilities within its function tools. User-controlled input is directly passed to shell commands...

9.6CVSS6.2AI score0.00831EPSS
SaveExploits3References17
Positive Technologies
Positive Technologies
added 2026/01/30 12:00 a.m.12 views

PT-2026-5499

Name of the Vulnerable Software and Affected Versions Keycloak affected versions not specified Description A flaw exists in the Keycloak Admin API that allows an administrator with limited privileges to retrieve sensitive custom attributes. This is achieved through the /unmanagedAttributes API...

2.7CVSS5.3AI score0.00378EPSS
SaveExploits0References15
The Hacker News
The Hacker News
added 2026/01/29 11:55 a.m.12 views

Survey of 100+ Energy Systems Reveals Critical OT Cybersecurity Gaps

A study by OMICRON has revealed widespread cybersecurity gaps in the operational technology OT networks of substations, power plants, and control centers worldwide. Drawing on data from more than 100 installations, the analysis highlights recurring technical, organizational, and functional issues...

7.8CVSS6.1AI score0.74497EPSS
SaveExploits7
ICS
ICS
added 2026/01/29 7:00 a.m.15 views

KiloView Encoder Series (Update A)

RISK EVALUATION Successful exploitation of this vulnerability could allow an unauthenticated attacker to create or delete administrator accounts, granting full administrative control. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to minimize the risk of exploitation of...

9.8CVSS5.6AI score0.00504EPSS
SaveExploits0References13
Packet Storm News
Packet Storm News
added 2026/01/29 12:00 a.m.13 views

RedSage: A Cybersecurity Generalist LLM

Cybersecurity operations demand assistant LLMs that support diverse workflows without exposing sensitive data. Existing solutions either rely on proprietary APIs with privacy risks or on open models lacking domain adaptation. To bridge this gap, we curate 11.8B tokens of cybersecurity-focused...

5.9AI score
SaveExploits0
Packet Storm News
Packet Storm News
added 2026/01/28 12:00 a.m.10 views

Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report

We present Foundation-Sec-8B-Reasoning, the first open-source native reasoning model for cybersecurity. Built upon our previously released Foundation-Sec-8B base model derived from Llama-3.1-8B-Base, the model is trained through a two-stage process combining supervised fine-tuning SFT and...

5.9AI score
SaveExploits0
Circl
Circl
added 2026/01/27 11:00 a.m.10 views

CVE-2022-27386

creationtimestamp| type| source ---|---|--- 2026-01-27 11:00:00+00:00| seen| https://www.cisa.gov/news-events/ics-advisories/icsa-26-027-02...

7.5CVSS8.3AI score0.02264EPSS
SaveExploits1References1
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