Tag: ai
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Centralize Like You Mean It, Federate Like You Have To
Tags: ai, api, attack, automation, breach, cloud, compliance, control, data, detection, dns, endpoint, identity, infrastructure, network, PCI, radius, regulation, resilience, risk, saas, service, siem, soc, technology, threat, tool, windows, worm(by Anton Chuvakin & Usman Chaudhary) Prologue: Three Years After “The End Is Nigh” Back in 2023, one of us wrote “Log Centralization: The End Is Nigh?””Š”, “Šan admittedly incomplete-thought blog with a scary premise: after 20+ years of yelling “centralize your logs!” (the earliest surviving deck is from 2003), we may be running out of…
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Defenders Have Months Before AI-Based Attack Costs Plummet
General Dynamics’s Matt Hayden on Why the AI Cost Curve Is the Only Buffer Left. The cost of running an AI-orchestrated intrusion is the biggest advantage defenders have left, and it’s shrinking fast, said Matt Hayden, a former DHS assistant secretary now at General Dynamics Information Technology. He gives defenders months, maybe a year, to…
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OpenAI, Anthropic, Warn of ‘Limited Window’ for AI Cyber Defense
OpenAI and Anthropic are among more than 100 tech companies that are calling for a collective action for creating stronger protections against the threats emerging with the powerful AI models that they’re building. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/08/openai-anthropic-warn-of-limited-window-for-ai-cyber-defense/
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AI SOC vs Traditional SOC: What’s the Difference?
The debate over AI SOC vs traditional SOC has moved from theoretical to urgent. Security teams face record alert volumes, a persistent analyst shortage, and adversaries who now automate their attacks while the traditional Security Operations Center, built on manual triage and rule-based tooling, struggles to keep pace. The AI-powered SOC is the response: First…
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AI SOC vs Traditional SOC: What’s the Difference?
The debate over AI SOC vs traditional SOC has moved from theoretical to urgent. Security teams face record alert volumes, a persistent analyst shortage, and adversaries who now automate their attacks while the traditional Security Operations Center, built on manual triage and rule-based tooling, struggles to keep pace. The AI-powered SOC is the response: First…
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Breach Roundup: A Call for Cyber Defense Collective Action
e=4>This week: a call for cyber defense, OpenAI banned Russian ChatGPT accounts, critical Gitea flaw, U.K. airport passenger data theft, North Korean remote workers, Barcelona police data, Norway services hit by DDoS, Taiwan charged 9 over AI server exports and Nigeria advanced a sovereign cloud push. First seen on govinfosecurity.com Jump to article: www.govinfosecurity.com/breach-roundup-call-for-cyber-defense-collective-action-a-32673
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OpenAI Says Reward Hacking Drove AI Agents to Exploit Zero-Days and Breach Hugging Face
OpenAI on Wednesday revealed that reward hacking was a key driver behind the artificial intelligence (AI)-powered hack of Hugging Face last month, adding that it found evidence of misaligned behavior as early as late May.The incident, the company said, took place during cybersecurity evaluations of several OpenAI models, and that it was mainly fueled by…
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Salt Typhoon Is Already Inside Encryption Doesn’t Solve the Problem
Tags: access, advisory, ai, api, china, cisa, cloud, communications, control, credentials, cyber, cybersecurity, data, defense, detection, encryption, endpoint, exploit, government, identity, infrastructure, intelligence, Internet, microsoft, network, resilience, risk, router, saas, service, software, strategy, switch, technology, theft, threat, tool<div cla COMMUNICATIONS SECURITY BRIEFING What Volt Typhoon and Salt Typhoon reveal about the next front in communications security, and why hardened transport is the missing layer Volt Typhoon and Salt Typhoon mark a deliberate shift in how state-sponsored cyber campaigns operate. Rather than chasing endpoints or applications, these actors have gone after the infrastructure…
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Salt Typhoon Is Already Inside Encryption Doesn’t Solve the Problem
Tags: access, advisory, ai, api, china, cisa, cloud, communications, control, credentials, cyber, cybersecurity, data, defense, detection, encryption, endpoint, exploit, government, identity, infrastructure, intelligence, Internet, microsoft, network, resilience, risk, router, saas, service, software, strategy, switch, technology, theft, threat, tool<div cla COMMUNICATIONS SECURITY BRIEFING What Volt Typhoon and Salt Typhoon reveal about the next front in communications security, and why hardened transport is the missing layer Volt Typhoon and Salt Typhoon mark a deliberate shift in how state-sponsored cyber campaigns operate. Rather than chasing endpoints or applications, these actors have gone after the infrastructure…
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Why We Switched From WorkOS to SSOJet for Enterprise SSO (and Saved $5,000 a Year)
GrackerAI switched enterprise SSO from WorkOS to SSOJet, cut the annual bill by roughly $5,000, and gained the custom authentication flexibility an AI platform needs. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/08/why-we-switched-from-workos-to-ssojet-for-enterprise-sso-and-saved-5000-a-year/
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Stop Choosing Between Fast AI and Safe AI
Autonomous AI Agents Can Reduce the Manual Work Slowing Data Security Teams Manual alert triage, classifier upkeep, policy engineering and exception reviews consume security teams’ time and slow AI adoption. Autonomous agents can take on this task-level work, helping organizations govern data at machine speed without giving up human oversight. First seen on govinfosecurity.com Jump…
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How TruthScan’s New Technology Stops AI-Enabled Return Fraud
From 2024 to 2025, fraudulent returns cost retailers nearly $200 billion. Some experts believe that the increase in return (or refund) fraud is directly related to AI-generated image models creating fake evidence. Michael Reitblat, CEO and cofounder of Forter, told Wired that AI fraud has increased as “image-generation tools have become widely accessible and incredibly…The…

