Tag: ml
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OT-Security: Warum der Blick auf Open Source lohnt
Tags: ai, compliance, control, data, detection, edr, endpoint, Hardware, incident, incident response, intelligence, iot, microsoft, ml, monitoring, network, open-source, PCI, technology, threat, tool, vulnerability, vulnerability-managementAuch im OT-Security-Bereich stellen Open-Source-Lösungen eine kostengünstige Alternative zu kommerziellen Tools dar. Die zunehmende Digitalisierung und Vernetzung in der industriellen Produktion haben OT-Security (Operational Technology-Sicherheit) zu einem Kernthema in Unternehmen gemacht. Produktionsdaten, SCADA-Systeme (Supervisory Control and Data Acquisition) und vernetzte Maschinen sind in vielen Branchen essenziell und äußerst anfällig für Cyberangriffe. Ein Zwischenfall kann…
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A Guide to Managing Machine Identities – Part 2
Lowering Machine Identity Risks in AI, ML and Bot Workflows While AI, ML and bot workflows boost efficiency, they also expand the attack surface. Over-permissioned identities, exploitable vulnerabilities and AI misuse pose significant security risks. AI-driven security tools can mitigate these risks by detecting anomalies and automating threat response. First seen on govinfosecurity.com Jump to…
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AWS rolls out ML-KEM to secure TLS from quantum threats
Amazon Web Services (AWS) has added support for the ML-KEM post-quantum key encapsulation mechanism to AWS Key Management Service (KMS), AWS Certificate Manager (ACM), and AWS Secrets Manager, making TLS connections more secure. First seen on bleepingcomputer.com Jump to article: www.bleepingcomputer.com/news/security/aws-rolls-out-ml-kem-to-secure-tls-from-quantum-threats/
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Das gehört in Ihr Security-Toolset
Tags: access, ai, antivirus, authentication, backup, breach, business, cloud, compliance, control, cyberattack, cybersecurity, data, data-breach, defense, detection, edr, firewall, gartner, governance, iam, identity, incident response, intelligence, iot, malware, mfa, ml, mobile, network, password, ransomware, risk, saas, service, software, spyware, threat, tool, update, vulnerability, vulnerability-managementLesen Sie, welche Werkzeuge essenziell sind, um Unternehmen gegen Cybergefahren abzusichern.Sicherheitsentscheider sind mit einer sich kontinuierlich verändernden Bedrohungslandschaft, einem zunehmend strengeren, regulatorischen Umfeld und immer komplexeren IT-Infrastrukturen konfrontiert. Auch deshalb wird die Qualität ihrer Sicherheits-Toolsets immer wichtiger.Das Problem ist nur, dass die Bandbreite der heute verfügbaren Cybersecurity-Lösungen überwältigend ist. Für zusätzliche Verwirrung sorgen dabei nicht…
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NIST Warns of Significant Limitations in AI/ML Security Mitigations
NIST has urged more research and emphasis on developing mitigations for attacks on AI and ML systems First seen on infosecurity-magazine.com Jump to article: www.infosecurity-magazine.com/news/nist-limitations-ai-ml-security/
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NetSfere Launches Quantum-Resilient Messaging Platform for Enterprise and Government Use
NetSfere Integrates ML-KEM and AES into its text, voice and video messaging platform to meet 2027 NSA Quantum Security mandates. The post NetSfere Launches Quantum-Resilient Messaging Platform for Enterprise and Government Use appeared first on SecurityWeek. First seen on securityweek.com Jump to article: www.securityweek.com/netsfere-launches-quantum-resilient-messaging-platform-for-enterprise-and-government-use/
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AI development pipeline attacks expand CISOs’ software supply chain risk
Tags: access, ai, api, application-security, attack, backdoor, breach, business, ciso, cloud, container, control, cyber, cybersecurity, data, data-breach, detection, encryption, exploit, flaw, fortinet, government, infrastructure, injection, intelligence, LLM, malicious, malware, ml, network, open-source, password, penetration-testing, programming, pypi, risk, risk-assessment, russia, saas, sbom, service, software, supply-chain, threat, tool, training, vpn, vulnerabilitydevelopment pipelines are exacerbating software supply chain security problems.Incidents of exposed development secrets via publicly accessible, open-source packages rose 12% last year compared to 2023, according to ReversingLabs (RL).A scan of 30 of the most popular open-source packages found an average of six critical-severity and 33 high-severity flaws per package.Commercial software packages are also a…
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Invisible C2″Š”, “Šthanks to AI-powered techniques
Tags: ai, api, attack, breach, business, chatgpt, cloud, communications, control, cyberattack, cybersecurity, data, defense, detection, dns, edr, email, encryption, endpoint, hacker, iot, LLM, malicious, malware, ml, monitoring, network, office, openai, powershell, service, siem, soc, strategy, threat, tool, update, vulnerability, zero-trustInvisible C2″Š”, “Šthanks to AI-powered techniques Just about every cyberattack needs a Command and Control (C2) channel”Š”, “Ša way for attackers to send instructions to compromised systems and receive stolen data. This gives us all a chance to see attacks that are putting us at risk. LLMs can help attackers avoid signature based detection Traditionally, C2…
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Generative AI red teaming: Tips and techniques for putting LLMs to the test
Defining objectives and scopeAssembling a teamThreat modelingAddressing the entire application stackDebriefing, post-engagement analysis, and continuous improvementGenerative AI red teaming complements traditional red teaming by focusing on the nuanced and complex aspects of AI-driven systems including accounting for new testing dimensions such as AI-specific threat modeling, model reconnaissance, prompt injection, guardrail bypass, and more. AI red-teaming…
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Top 5 Ways Automation Increases Profitability
Want bigger profits without bigger workloads? Automation can make it happen. You can’t scale if your team is trapped inRead More First seen on securityboulevard.com Jump to article: https://securityboulevard.com/2025/03/top-5-ways-automation-increases-profitability/
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JFrog veröffentlicht revolutionäre MLOPS-Lösung – JFrog ML
JFrog ML fördert mit KI-Sicherheit verbundene MLOps-Praktiken – Vereinheitlichung von Entwickler-, Data Science- und Operations-Teams mit unternehmensweiter Automatisierung und Kontrolle der KI-gestützten Softwarebereitstellung First seen on infopoint-security.de Jump to article: www.infopoint-security.de/jfrog-veroeffentlicht-revolutionaere-mlops-loesung-jfrog-ml/a40028/
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7 key trends defining the cybersecurity market today
Tags: access, ai, attack, cisco, ciso, cloud, compliance, control, crowdstrike, cyber, cybersecurity, data, defense, detection, endpoint, fortinet, gartner, google, governance, group, ibm, intelligence, microsoft, ml, network, okta, resilience, risk, service, siem, startup, strategy, technology, threat, tool, vulnerability, zero-trustMarket leaders are gaining share: The cybersecurity market has a dizzying number of single-product vendors, but a handful of powerful platform providers have risen above the pack and are gaining market share.According to research firm Canalys, the top 12 vendors benefited the most from customers taking early steps to transition to platforms. Collectively, they accounted…
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SIEM-Kaufratgeber
Tags: access, ai, api, business, cloud, compliance, container, cyberattack, data, detection, DSGVO, encryption, framework, HIPAA, infrastructure, least-privilege, mail, microsoft, mitre, ml, monitoring, open-source, saas, service, siem, skills, soar, software, threat, toolDie kontextuellen Daten, die SIEM-Lösungen liefern, sind eine grundlegende Komponente moderner Security-Stacks.Protokoll-Daten zu auditieren, zu überprüfen und zu managen, ist alles andere als eine glamouröse Aufgabe aber ein entscheidender Aspekt, um ein sicheres Unternehmensnetzwerk aufzubauen. Schließlich schaffen Event Logs oft eine sekundäre Angriffsfläche für Cyberkriminelle, die damit ihre Aktivitäten verschleiern wollen.Vorgängen wie diesen treten Netzwerksicherheitsexperten…
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Die besten XDR-Tools
Tags: attack, business, cloud, computing, container, crowdstrike, cyberattack, detection, edr, endpoint, firewall, google, Hardware, ibm, identity, incident response, infrastructure, mail, malware, marketplace, microsoft, ml, network, office, okta, risk, security-incident, service, siem, soar, software, tool, vulnerabilityLesen Sie, worauf Sie in Sachen XDR achten sollten und welche Lösungen sich in diesem Bereich empfehlen.Manuelles, siloartiges Management ist in der modernen IT-Welt unangebracht. Erst recht im Bereich der IT-Sicherheit: Der Umfang von modernem Enterprise Computing und State-of-the-Art-Application-Stack-Architekturen erfordern Sicherheits-Tools, die:Einblicke in den Sicherheitsstatus von IT-Komponenten ermöglichen,Bedrohungen in Echtzeit erkennen, undAspekte der Bedrohungsabwehr automatisieren.Diese…
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DEF CON 32 Incubated ML Exploits: Backdooring ML Pipelines With Input Handling Bugs
Authors/Presenters: Suha Hussain Our sincere appreciation to DEF CON, and the Authors/Presenters for publishing their erudite DEF CON 32 content. Originating from the conference’s events located at the Las Vegas Convention Center; and via the organizations YouTube channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2025/02/def-con-32-incubated-ml-exploits-backdooring-ml-pipelines-with-input-handling-bugs/
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Deutsche Unternehmen: KI als Herausforderung im Kampf gegen Betrug
Eine aktuelle Studie zeigt: 61 Prozent der deutschen Unternehmen haben 2024 mehr Geld durch Betrug verloren als im Vorjahr. Hauptprobleme sind fehlende KI-gestützte Lösungen und der Mangel an ML-Modellen (Machine Learning. 43 Prozent der Befragten priorisieren daher deren Einsatz im kommenden Jahr. First seen on itsicherheit-online.com Jump to article: www.itsicherheit-online.com/news/security-management/deutsche-unternehmen-ki-als-herausforderung-im-kampf-gegen-betrug/
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Hugging Face: Bösartige ML-Modelle auf Entwicklungsplattform aufgedeckt
Auf der KI-Entwicklungsplattform Hugging Face haben IT-Forscher bösartige ML-Modelle entdeckt. Angreifer könnten damit Befehle einschleusen. First seen on heise.de Jump to article: www.heise.de/news/Hugging-Face-Boesartige-ML-Modelle-auf-Entwicklungsplattform-aufgedeckt-10278387.html
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Malicious ML models found on Hugging Face Hub
Researchers have spotted two machine learning (ML) models containing malicious code on Hugging Face Hub, the popular online repository for datasets and pre-trained models. … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2025/02/10/malicious-ml-models-found-on-hugging-face-hub/
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Malicious ML Models on Hugging Face Leverage Broken Pickle Format to Evade Detection
Cybersecurity researchers have uncovered two malicious machine learning (ML) models on Hugging Face that leveraged an unusual technique of “broken” pickle files to evade detection.”The pickle files extracted from the mentioned PyTorch archives revealed the malicious Python content at the beginning of the file,” ReversingLabs researcher Karlo Zanki said in a report shared with The…
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Attackers hide malicious code in Hugging Face AI model Pickle files
Tags: ai, data, github, malicious, ml, open-source, programming, remote-code-execution, risk, service, software, threat, tool, vulnerabilityLike all repositories of open-source software in recent years, AI model hosting platform Hugging Face has been abused by attackers to upload trojanized projects and assets with the goal of infecting unsuspecting users. The latest technique observed by researchers involves intentionally broken but poisoned Python object serialization files called Pickle files.Often described as the GitHub…
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Developers Beware! Malicious ML Models Found on Hugging Face Platform
In a concerning development for the machine learning (ML) community, researchers from ReversingLabs have uncovered malicious ML models on the Hugging Face platform, a popular hub for AI collaboration. Dubbed “nullifAI,” this novel attack method leverages vulnerabilities in the widely used Python Pickle serialization format to execute malicious code on unsuspecting systems. The discovery highlights…
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Anomalies are not Enough
Tags: ai, attack, ciso, communications, country, cybersecurity, data, data-breach, defense, email, government, LLM, mail, marketplace, mitre, ml, network, resilience, risk, service, siem, threat, toolMitre Att&ck as Context Introduction: A common theme of science fiction authors, and these days policymakers and think tanks, is how will the humans work with the machines, as the machines begin to surpass us across many dimensions. In cybersecurity humans and their systems are at a crossroads, their limitations daily exposed by ever more innovative,…
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Hackers impersonate DeepSeek to distribute malware
Tags: access, ai, api, attack, automation, breach, china, cloud, computer, credentials, cyberattack, data, hacker, infrastructure, leak, LLM, malicious, malware, ml, pypi, threat, tool, vulnerabilityTo make things worse than they already are for DeepSeek, hackers are found flooding the Python Package Index (PyPI) repository with fake DeepSeek packages carrying malicious payloads.According to a discovery made by Positive Expert Security Center (PT ESC), a campaign was seen using this trick to dupe unsuspecting developers, ML engineers, and AI enthusiasts looking…
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A pickle in Meta’s LLM code could allow RCE attacks
Tags: ai, attack, breach, cve, cvss, data, data-breach, exploit, flaw, framework, github, LLM, malicious, ml, network, open-source, rce, remote-code-execution, software, supply-chain, technology, theft, vulnerabilityMeta’s large language model (LLM) framework, Llama, suffers a typical open-source coding oversight, potentially allowing arbitrary code execution on servers leading to resource theft, data breaches, and AI model takeover.The flaw, tracked as CVE-2024-50050, is a critical deserialization bug belonging to a class of vulnerabilities arising from the improper use of the open-source library (pyzmq)…
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Automating endpoint management doesn’t mean ceding control
Tags: ai, automation, business, compliance, control, cybersecurity, data, endpoint, governance, intelligence, ml, risk, security-incident, skills, threat, tool, vulnerabilityBeset with cybersecurity risks, compliance regimes, and digital experience challenges, enterprises need to move toward autonomous endpoint management (AEM), the next evolution in endpoint management and security solutions. CSO’s Security Priorities Study 2024 reveals that 75% of security decision-makers say that understanding which security tools and solutions fit best within their company is becoming more complex. Many are…
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How organizations can secure their AI code
Tags: ai, application-security, awareness, backdoor, breach, business, chatgpt, ciso, compliance, control, credentials, crime, cybersecurity, data, data-breach, finance, github, healthcare, LLM, malicious, ml, open-source, organized, programming, risk, risk-management, software, startup, strategy, supply-chain, technology, tool, training, vulnerabilityIn 2023, the team at data extraction startup Reworkd was under tight deadlines. Investors pressured them to monetize the platform, and they needed to migrate everything from Next.js to Python/FastAPI. To speed things up, the team decided to turn to ChatGPT to do some of the work. The AI-generated code appeared to function, so they…