Tag: ml
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6 ways CISOs can leverage data and AI to better secure the enterprise
Tags: advisory, ai, antivirus, attack, automation, breach, business, ciso, cloud, compliance, computer, corporate, cyber, cyberattack, cybersecurity, data, detection, firewall, framework, governance, guide, infrastructure, LLM, login, ml, network, programming, risk, risk-analysis, service, siem, soc, software, technology, threat, tool, trainingEmphasize the ‘learning’ part of ML: To be truly effective, models need to be retrained with new data to keep up with changing threat vectors and shifting cyber criminal behavior.”Machine learning models get smarter with your help,” Riboldi says. “Make sure to have feedback loops. Letting analysts label events and adjust settings constantly improves their…
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What Tackling the SaaS Security Problem Means to Me
By Kevin Hanes, CEO of Reveal Security When I reflect on the years I spent leading one of the world’s largest Security Operations Centers (SOCs) and incident response teams, the lessons learned aren’t just war stories”¦they’re a playbook for how we should rethink our responsibilities in the face of today’s fast-evolving attack surfaces. Back then,…
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Poisoned models in fake Alibaba SDKs show challenges of securing AI supply chains
Malicious code in ML models is hard to detect: While Hugging Face hosts models directly, PyPI hosts Python software packages, so detection of poisoned models hidden inside Pickle files hidden inside packages could prove even harder for developers and PyPI’s maintainers, given the extra layer of obfuscation.The attack campaign discovered by ReversingLabs involved three packages:…
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Malicious PyPI packages exploit ML models to deploy infostealer
First seen on scworld.com Jump to article: www.scworld.com/brief/malicious-pypi-packages-exploit-ml-models-to-deploy-infostealer
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Cyber! Take your dadgum Medicine!
Learn the Bitter Lesson Bitter Lesson, an essay by one of the creators of reinforcement learning, first published back in 2019, recently made the rounds again now that its author, Professor Richard Sutton, was named a winner of this year’s ACM Turing Award. In it, he points out that general methods have won, again and again,…
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Proofpoint buying Hornetsecurity in a play to expand email security scope
One of many big purchases in the industry: While the terms are confidential, sources have reported the price of the Hornetsecurity purchase, which is expected to close in the second half of 2025, to be well over $1 billion. This would make it Proofpoint’s largest acquisition, and also one of the biggest cybersecurity deals in…
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Tech Talk- AI Engine: A look at Transformative AI for Deep Insight into Anomalous Traffic
Graph-based anomaly detection transforms how network operators uncover threats and service issues by providing a deeper, relationship-driven understanding of all network activity traversing the eco-system. Unlike traditional methods that analyze isolated data points or rely on predefined rules, a graph-based approach leverages AI, ML, and graph theory to map and analyze the intricate relationships between……
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Quantum supremacy: Cybersecurity’s ultimate arms race has China way in front
Tags: ai, authentication, automation, backup, banking, breach, business, china, ciso, computing, control, crypto, cryptography, cybersecurity, data, encryption, finance, government, healthcare, identity, infrastructure, jobs, military, ml, nist, risk, service, skills, technology, threat, update, vulnerability, zero-dayThe DeepSeek/Qwen factor: What we learned from recent AI advances, such as DeepSeek and Qwen, that caught the world by surprise is that China’s technology is much more advanced than anyone anticipated. I’d argue that this is a leading indicator that China’s quantum computing capabilities are also in absolute stealth-mode development and ahead of the…
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CNAPP-Kaufratgeber
Tags: access, ai, application-security, attack, authentication, cloud, container, detection, edr, encryption, framework, group, ibm, infrastructure, intelligence, kubernetes, linux, ml, monitoring, network, open-source, risk-management, saas, soar, software, supply-chain, threat, tool, vmware -
BSidesLV24 Ground Truth Incubated Machine Learning Exploits: Backdooring ML Pipelines Using Input-Handling Bugs
Author/Presenter: Suha Sabi Hussain Our sincere appreciation to BSidesLV, and the Presenters/Authors for publishing their erudite Security BSidesLV24 content. Originating from the conference’s events located at the Tuscany Suites & Casino; and via the organizations YouTube channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2025/04/bsideslv24-ground-truth-incubated-machine-learning-exploits-backdooring-ml-pipelines-using-input-handling-bugs/
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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/