#alertfatigue — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #alertfatigue, aggregated by home.social.
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AI Overload: SOCs Struggle to Keep Pace with Alert Backlog
The harsh reality is that security operations centers (SOCs) are drowning in a sea of alerts, with a typical workload of 120-150 alerts per day, which translates to 40-50 analyst-hours of work - far exceeding the capacity of most teams. This means many alerts are left uninvestigated or pushed to the next shift, leaving SOCs…
#SocOperations #AlertFatigue #AnalystWorkload #EmergingThreats #IncidentResponse
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Security teams are drowning in alerts, and AI might not be the answer everyone thinks it is.
In this episode, Erik Bloch, VP of Security at Illumio, breaks down the math on why AI-powered alert triage may be financially unfeasible for most organizations. With 85 to 90 percent of alerts being non-malicious, security teams are still sorting through massive volumes of noise to find the real threats.
Many vendors are betting that AI will solve this problem by triaging alerts at scale. But the reality?
Processing a thousand alerts per day over the course of a year can cost millions of dollars in compute time for LLMs. For most companies outside of Google or major financial institutions, that budget simply doesn't exist.
Erik's take is different: push the problem back to the vendors.
The tools generating 80 to 90 percent garbage alerts are the ones organizations pay millions of dollars per year for. Rather than adding another expensive layer on top to filter the noise, vendors should be delivering higher fidelity alerts from the start.
As a defender, the goal is finding high fidelity alerts that can be actioned. If vendors filtered better on their end, security teams could focus on catching bad guys instead of triaging false positives.
Full episode: https://www.youtube.com/watch?v=BTzrk8h52xk
#cybersecurity #AI #SOC #alertfatigue #infosec #securityoperations #podcast
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Choosing a #SIEM doesn’t have to mean trade-offs! 🔄 Watch this video and learn how you can get fast detection, predictable costs, and analyst-friendly workflows — without the compromises that hold legacy platforms back. 🙌
Legacy ingest-based SIEMs force #security teams to pick between visibility, cost, and analyst efficiency. But there's a different model that offers flat, transparent pricing, license-free data lake storage, and flexible deployment options — running natively on #AWS.
With this model you can:
✅ Retain all logs without breaking the budget using tiered routing and AWS-backed storage
✅ Cut alert fatigue with campaign-based threat correlation mapped to MITRE ATT&CK
✅ Reduce triage from 20 minutes to 2 minutes with context-aware investigations
✅ Streamline compliance with built-in audit trails, automated reports, and long-term searchable archives
✅ Scale effortlessly with search performance tested at 100+ TB/dayWhether you’re a SOC lead, a #CISO, or a team struggling with AWS log onboarding — see how you can get complete visibility, smarter detection, and cost control in this "Hot 10 Minute Take" with Seth Goldhammer.👇
https://graylog.org/resources/graylog-siem-on-aws/ #CyberSecurity #CISOs #AlertFatigue
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🎯 NOW PUBLISHING: On-Location Coverage from #BlackHat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're excited to share this transformative Brand Story conversation thanks to our friends at Crogl, Inc. 🙏
How #AI Can Help Eliminate Alert Fatigue in #Cybersecurity
Security teams drowning in alerts finally have a lifeline that doesn't compromise their data sovereignty. At #BlackHatUSA 2025, #Crogl CEO monzy merza revealed how they're solving one of cybersecurity's most persistent challenges.
The harsh reality: Analysts routinely close hundreds of alerts with a single click—not from laziness, but from sheer necessity. As Merza notes, "When you look at the history of #breaches, the signal was there. And somebody ignored it."
Traditional approaches fail because they expect analysts to become "unicorns"—experts in multiple platforms while remembering complex query languages. Crogl's solution fundamentally reimagines this relationship between human intuition and #machineautomation.
Key innovations:
• Semantic knowledge graphs that map relationships across your entire security ecosystem
• Automated investigations using established kill chain methodologies
• Natural language processing that converts descriptions into executable security processes
• Privacy-first architecture that runs air-gapped with no internet dependencies • Response times reduced from weeks to minutes for complex threat huntingThe result?
#Analysts focus on strategic #threathunting while AI handles routine investigations—all without moving, duplicating, or exposing your data.📺 Watch the video: https://youtu.be/0GqPtPXD2ik
🎧 Listen to the podcast: https://brand-stories-podcast.simplecast.com/episodes/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity-a-black-hat-usa-2025-conference-on-location-brand-story
📖 Read the blog: https://www.itspmagazine.com/their-stories/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity
➤ Learn more about Crogl: https://itspm.ag/crogl-103909
✦ Catch more stories from Crogl: https://www.itspmagazine.com/directory/crogl🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #AIinSecurity #AlertFatigue #ThreatHunting #BlackHatUSA #BHUSA25 #SecurityAutomation #DataPrivacy #SOC #SecurityAnalytics
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🎯 NOW PUBLISHING: On-Location Coverage from #BlackHat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're excited to share this transformative Brand Story conversation thanks to our friends at Crogl, Inc. 🙏
How #AI Can Help Eliminate Alert Fatigue in #Cybersecurity
Security teams drowning in alerts finally have a lifeline that doesn't compromise their data sovereignty. At #BlackHatUSA 2025, #Crogl CEO monzy merza revealed how they're solving one of cybersecurity's most persistent challenges.
The harsh reality: Analysts routinely close hundreds of alerts with a single click—not from laziness, but from sheer necessity. As Merza notes, "When you look at the history of #breaches, the signal was there. And somebody ignored it."
Traditional approaches fail because they expect analysts to become "unicorns"—experts in multiple platforms while remembering complex query languages. Crogl's solution fundamentally reimagines this relationship between human intuition and #machineautomation.
Key innovations:
• Semantic knowledge graphs that map relationships across your entire security ecosystem
• Automated investigations using established kill chain methodologies
• Natural language processing that converts descriptions into executable security processes
• Privacy-first architecture that runs air-gapped with no internet dependencies • Response times reduced from weeks to minutes for complex threat huntingThe result?
#Analysts focus on strategic #threathunting while AI handles routine investigations—all without moving, duplicating, or exposing your data.📺 Watch the video: https://youtu.be/0GqPtPXD2ik
🎧 Listen to the podcast: https://brand-stories-podcast.simplecast.com/episodes/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity-a-black-hat-usa-2025-conference-on-location-brand-story
📖 Read the blog: https://www.itspmagazine.com/their-stories/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity
➤ Learn more about Crogl: https://itspm.ag/crogl-103909
✦ Catch more stories from Crogl: https://www.itspmagazine.com/directory/crogl🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #AIinSecurity #AlertFatigue #ThreatHunting #BlackHatUSA #BHUSA25 #SecurityAutomation #DataPrivacy #SOC #SecurityAnalytics
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🎯 NOW PUBLISHING: On-Location Coverage from #BlackHat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're excited to share this transformative Brand Story conversation thanks to our friends at Crogl, Inc. 🙏
How #AI Can Help Eliminate Alert Fatigue in #Cybersecurity
Security teams drowning in alerts finally have a lifeline that doesn't compromise their data sovereignty. At #BlackHatUSA 2025, #Crogl CEO monzy merza revealed how they're solving one of cybersecurity's most persistent challenges.
The harsh reality: Analysts routinely close hundreds of alerts with a single click—not from laziness, but from sheer necessity. As Merza notes, "When you look at the history of #breaches, the signal was there. And somebody ignored it."
Traditional approaches fail because they expect analysts to become "unicorns"—experts in multiple platforms while remembering complex query languages. Crogl's solution fundamentally reimagines this relationship between human intuition and #machineautomation.
Key innovations:
• Semantic knowledge graphs that map relationships across your entire security ecosystem
• Automated investigations using established kill chain methodologies
• Natural language processing that converts descriptions into executable security processes
• Privacy-first architecture that runs air-gapped with no internet dependencies • Response times reduced from weeks to minutes for complex threat huntingThe result?
#Analysts focus on strategic #threathunting while AI handles routine investigations—all without moving, duplicating, or exposing your data.📺 Watch the video: https://youtu.be/0GqPtPXD2ik
🎧 Listen to the podcast: https://brand-stories-podcast.simplecast.com/episodes/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity-a-black-hat-usa-2025-conference-on-location-brand-story
📖 Read the blog: https://www.itspmagazine.com/their-stories/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity
➤ Learn more about Crogl: https://itspm.ag/crogl-103909
✦ Catch more stories from Crogl: https://www.itspmagazine.com/directory/crogl🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #AIinSecurity #AlertFatigue #ThreatHunting #BlackHatUSA #BHUSA25 #SecurityAutomation #DataPrivacy #SOC #SecurityAnalytics
-
🎯 NOW PUBLISHING: On-Location Coverage from #BlackHat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're excited to share this transformative Brand Story conversation thanks to our friends at Crogl, Inc. 🙏
How #AI Can Help Eliminate Alert Fatigue in #Cybersecurity
Security teams drowning in alerts finally have a lifeline that doesn't compromise their data sovereignty. At #BlackHatUSA 2025, #Crogl CEO monzy merza revealed how they're solving one of cybersecurity's most persistent challenges.
The harsh reality: Analysts routinely close hundreds of alerts with a single click—not from laziness, but from sheer necessity. As Merza notes, "When you look at the history of #breaches, the signal was there. And somebody ignored it."
Traditional approaches fail because they expect analysts to become "unicorns"—experts in multiple platforms while remembering complex query languages. Crogl's solution fundamentally reimagines this relationship between human intuition and #machineautomation.
Key innovations:
• Semantic knowledge graphs that map relationships across your entire security ecosystem
• Automated investigations using established kill chain methodologies
• Natural language processing that converts descriptions into executable security processes
• Privacy-first architecture that runs air-gapped with no internet dependencies • Response times reduced from weeks to minutes for complex threat huntingThe result?
#Analysts focus on strategic #threathunting while AI handles routine investigations—all without moving, duplicating, or exposing your data.📺 Watch the video: https://youtu.be/0GqPtPXD2ik
🎧 Listen to the podcast: https://brand-stories-podcast.simplecast.com/episodes/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity-a-black-hat-usa-2025-conference-on-location-brand-story
📖 Read the blog: https://www.itspmagazine.com/their-stories/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity
➤ Learn more about Crogl: https://itspm.ag/crogl-103909
✦ Catch more stories from Crogl: https://www.itspmagazine.com/directory/crogl🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #AIinSecurity #AlertFatigue #ThreatHunting #BlackHatUSA #BHUSA25 #SecurityAutomation #DataPrivacy #SOC #SecurityAnalytics
-
🎯 NOW PUBLISHING: On-Location Coverage from #BlackHat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're excited to share this transformative Brand Story conversation thanks to our friends at Crogl, Inc. 🙏
How #AI Can Help Eliminate Alert Fatigue in #Cybersecurity
Security teams drowning in alerts finally have a lifeline that doesn't compromise their data sovereignty. At #BlackHatUSA 2025, #Crogl CEO monzy merza revealed how they're solving one of cybersecurity's most persistent challenges.
The harsh reality: Analysts routinely close hundreds of alerts with a single click—not from laziness, but from sheer necessity. As Merza notes, "When you look at the history of #breaches, the signal was there. And somebody ignored it."
Traditional approaches fail because they expect analysts to become "unicorns"—experts in multiple platforms while remembering complex query languages. Crogl's solution fundamentally reimagines this relationship between human intuition and #machineautomation.
Key innovations:
• Semantic knowledge graphs that map relationships across your entire security ecosystem
• Automated investigations using established kill chain methodologies
• Natural language processing that converts descriptions into executable security processes
• Privacy-first architecture that runs air-gapped with no internet dependencies • Response times reduced from weeks to minutes for complex threat huntingThe result?
#Analysts focus on strategic #threathunting while AI handles routine investigations—all without moving, duplicating, or exposing your data.📺 Watch the video: https://youtu.be/0GqPtPXD2ik
🎧 Listen to the podcast: https://brand-stories-podcast.simplecast.com/episodes/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity-a-black-hat-usa-2025-conference-on-location-brand-story
📖 Read the blog: https://www.itspmagazine.com/their-stories/black-hat-2025-crogls-ceo-monzy-merza-explains-how-ai-can-help-eliminate-alert-fatigue-in-cybersecurity
➤ Learn more about Crogl: https://itspm.ag/crogl-103909
✦ Catch more stories from Crogl: https://www.itspmagazine.com/directory/crogl🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #AIinSecurity #AlertFatigue #ThreatHunting #BlackHatUSA #BHUSA25 #SecurityAutomation #DataPrivacy #SOC #SecurityAnalytics
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🎯 NOW PUBLISHING: On-Location Coverage from Black Hat USA 2025!
We're back in the office and excited to start sharing all the conversations we captured on location in Las Vegas with our amazing sponsors and editorial coverage!
🔔 Follow ITSPmagazine, Sean Martin, CISSP, and Marco Ciappelli to get this content fresh as it drops!
We're proud to share this game-changing Brand Story conversation thanks to our friends at Stellar Cyber 🙏
#StellarCyber Revolutionizes #SOC Operations with Human-Augmented Autonomous Platform
Security operations centers are drowning in thousands of daily alerts while sophisticated threats demand immediate response. At Black Hat USA 2025, Subo Guha from Stellar Cyber shows how their revolutionary platform transforms this chaos into clarity.
Unlike traditional approaches that pile on more automation, Stellar Cyber recognizes that effective security requires intelligent collaboration between AI and human expertise. Their autonomous SOC concept dramatically reduces alert volume from hundreds of thousands to manageable numbers within days—not weeks.
Key innovations include:
• AI-driven auto-triage that identifies true positives among thousands of false alarms
• Natural language queries
• Advanced #identity threat detection catching physical impossibilities like logins from Portland and Moscow 30 minutes apart
• Vendor-neutral architecture supporting CrowdStrike, SentinelOne, Sophos, and more
The result?
#MSSPs report dramatic efficiency gains, analysts focus on strategic decisions instead of alert fatigue, and organizations achieve faster threat detection with smaller, more focused teams.
📺 Watch the video: https://youtu.be/N3M1fxhMryM
➤ Learn more about Stellar Cyber: https://itspm.ag/stellar-cyber--inc--357947
✦ Catch more stories from Stellar Cyber: https://www.itspmagazine.com/directory/stellarcyber
🎪 Follow all of our #BHUSA 2025 coverage: https://www.itspmagazine.com/bhusa25
#Cybersecurity #SOC #SecurityOperations #AI #ThreatDetection #BlackHatUSA #BHUSA25 #IdentitySecurity #MSSP #AlertFatigue #agenticAI #infosec #infosecuity
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Alert fatigue persists... and of course we are not happy about it. 🥴 #Security teams now process more log data than ever, but legacy tools cannot keep pace. Plus, attackers are more stealthy. And, when threat signals get buried in noise, orgs don’t just lose time—they lose ground. 😱
So what can SOC teams do about this? 🤔 Let's talk about campaign-centric detection. Say what? 👀 Why yes! There IS a way to make things better. 😃
Campaign-centric detection connects isolated events to uncover a full attack narrative—which means fewer alerts, but each one is more meaningful. So, analysts spend less time chasing dead ends and more time stopping real threats. 💯 Woot! Everyone wins!
Learn more about why you need a modern #SIEM. It's time to ditch that legacy thing and find out what a new SIEM can do for you! 🫵
https://graylog.org/post/threat-campaign-detection-helps-cut-through-alert-fatigue/ #logdata #loganalysis #cybersecurity #securityoperations #alertfatigue
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Alert fatigue persists... and of course we are not happy about it. 🥴 #Security teams now process more log data than ever, but legacy tools cannot keep pace. Plus, attackers are more stealthy. And, when threat signals get buried in noise, orgs don’t just lose time—they lose ground. 😱
So what can SOC teams do about this? 🤔 Let's talk about campaign-centric detection. Say what? 👀 Why yes! There IS a way to make things better. 😃
Campaign-centric detection connects isolated events to uncover a full attack narrative—which means fewer alerts, but each one is more meaningful. So, analysts spend less time chasing dead ends and more time stopping real threats. 💯 Woot! Everyone wins!
Learn more about why you need a modern #SIEM. It's time to ditch that legacy thing and find out what a new SIEM can do for you! 🫵
https://graylog.org/post/threat-campaign-detection-helps-cut-through-alert-fatigue/ #logdata #loganalysis #cybersecurity #securityoperations #alertfatigue
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Alert fatigue persists... and of course we are not happy about it. 🥴 #Security teams now process more log data than ever, but legacy tools cannot keep pace. Plus, attackers are more stealthy. And, when threat signals get buried in noise, orgs don’t just lose time—they lose ground. 😱
So what can SOC teams do about this? 🤔 Let's talk about campaign-centric detection. Say what? 👀 Why yes! There IS a way to make things better. 😃
Campaign-centric detection connects isolated events to uncover a full attack narrative—which means fewer alerts, but each one is more meaningful. So, analysts spend less time chasing dead ends and more time stopping real threats. 💯 Woot! Everyone wins!
Learn more about why you need a modern #SIEM. It's time to ditch that legacy thing and find out what a new SIEM can do for you! 🫵
https://graylog.org/post/threat-campaign-detection-helps-cut-through-alert-fatigue/ #logdata #loganalysis #cybersecurity #securityoperations #alertfatigue
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Alert fatigue persists... and of course we are not happy about it. 🥴 #Security teams now process more log data than ever, but legacy tools cannot keep pace. Plus, attackers are more stealthy. And, when threat signals get buried in noise, orgs don’t just lose time—they lose ground. 😱
So what can SOC teams do about this? 🤔 Let's talk about campaign-centric detection. Say what? 👀 Why yes! There IS a way to make things better. 😃
Campaign-centric detection connects isolated events to uncover a full attack narrative—which means fewer alerts, but each one is more meaningful. So, analysts spend less time chasing dead ends and more time stopping real threats. 💯 Woot! Everyone wins!
Learn more about why you need a modern #SIEM. It's time to ditch that legacy thing and find out what a new SIEM can do for you! 🫵
https://graylog.org/post/threat-campaign-detection-helps-cut-through-alert-fatigue/ #logdata #loganalysis #cybersecurity #securityoperations #alertfatigue
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Alert fatigue persists... and of course we are not happy about it. 🥴 #Security teams now process more log data than ever, but legacy tools cannot keep pace. Plus, attackers are more stealthy. And, when threat signals get buried in noise, orgs don’t just lose time—they lose ground. 😱
So what can SOC teams do about this? 🤔 Let's talk about campaign-centric detection. Say what? 👀 Why yes! There IS a way to make things better. 😃
Campaign-centric detection connects isolated events to uncover a full attack narrative—which means fewer alerts, but each one is more meaningful. So, analysts spend less time chasing dead ends and more time stopping real threats. 💯 Woot! Everyone wins!
Learn more about why you need a modern #SIEM. It's time to ditch that legacy thing and find out what a new SIEM can do for you! 🫵
https://graylog.org/post/threat-campaign-detection-helps-cut-through-alert-fatigue/ #logdata #loganalysis #cybersecurity #securityoperations #alertfatigue
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Attn: Security Analysts... let's talk about what your Intrusion Detection System (IDS) and intrusion Prevention System (IPS) tools do, and how you can incorporate them into your network monitoring technology stack to improve network #security. 💪 🖥️ 🔒
In our latest blog, Jeff Darrington talks about the differences between IDS and IPS, risk-based event triage for reducing alert fatigue, and much more.
https://graylog.org/post/do-you-need-ids-and-ips/ #cybersecurity #infosec #networksecurity #securityanalyst #alertfatigue
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Improve Security Through Trust, Not Fear 🤝🔒
In many organizations, security is fear-driven—fear of breaches, insider threats, and mistakes. Crowdalert believes in a better approach: building security on trust.
By involving employees in the alert process, we create a proactive, collaborative environment that improves security outcomes without the stress of constant fear. Trust leads to smarter, faster, and more efficient security.
Ready to shift to a trust-based strategy? https://crowdalert.com
#Crowdalert #Cybersecurity #TrustNotFear #SecOps #AlertFatigue