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Category — data analysis
5 Ways Behavioral Analytics is Revolutionizing Incident Response

5 Ways Behavioral Analytics is Revolutionizing Incident Response

Nov 12, 2024 Threat Detection / AI Tools
Behavioral analytics, long associated with threat detection (i.e. UEBA or UBA), is experiencing a renaissance. Once primarily used to identify suspicious activity, it's now being reimagined as a powerful post-detection technology that enhances incident response processes. By leveraging behavioral insights during alert triage and investigation, SOCs can transform their workflows to become more accurate, efficient, and impactful. Fortunately, many new cybersecurity products like AI SOC analysts are able to incorporate these techniques into their investigation capabilities, thus allowing SOCs to utilize them into their response processes. This post will provide a brief overview of behavior analytics then discuss 5 ways it's being reinvented to shake up SOC investigation and incident response work. Behavior Analysis is Back, But Why? Behavioral analytics was a hot topic back in 2015, promising to revolutionize static SIEM and SOC detections with dynamic anomaly detection to uncover t...
The Emerging Role of AI in Open-Source Intelligence

The Emerging Role of AI in Open-Source Intelligence

Jul 03, 2024 OSINT / Artificial Intelligence
Recently the Office of the Director of National Intelligence (ODNI) unveiled a new strategy for open-source intelligence (OSINT) and referred to OSINT as the "INT of first resort". Public and private sector organizations are realizing the value that the discipline can provide but are also finding that the exponential growth of digital data in recent years has overwhelmed many traditional OSINT methods. Thankfully, Artificial Intelligence (AI) and Machine Learning (ML) are starting to provide a transformative impact on the future of information gathering and analysis.  What is Open-Source Intelligence (OSINT)? Open-Source Intelligence refers to the collection and analysis of information from publicly available sources. These sources can include traditional media, social media platforms, academic publications, government reports, and any other data that is openly accessible. The key characteristic of OSINT is that it does not involve covert or clandestine methods of information ga...
Your Risk Scores Are Lying: Adversarial Exposure Validation Exposes Real Threats

Your Risk Scores Are Lying: Adversarial Exposure Validation Exposes Real Threats

Mar 11, 2025Breach Simulation / Penetration Testing
In cybersecurity, confidence is a double-edged sword. Organizations often operate under a false sense of security , believing that patched vulnerabilities, up-to-date tools, polished dashboards, and glowing risk scores guarantee safety. The reality is a bit of a different story. In the real world, checking the right boxes doesn't equal being secure. As Sun Tzu warned, "Strategy without tactics is the slowest route to victory. Tactics without strategy is the noise before defeat." Two and a half millennia later, the concept still holds: your organization's cybersecurity defenses must be strategically validated under real-world conditions to ensure your business's very survival. Today, more than ever, you need Adversarial Exposure Validation (AEV) , the essential strategy that's still missing from most security frameworks. The Danger of False Confidence Conventional wisdom suggests that if you've patched known bugs, deployed a stack of well-regarded security tools, and passed the nec...
From Megabits to Terabits: Gcore Radar Warns of a New Era of DDoS Attacks

From Megabits to Terabits: Gcore Radar Warns of a New Era of DDoS Attacks

Jan 23, 2024 Cybersecurity / Server Security
As we enter 2024, Gcore has released its latest Gcore Radar report, a twice-annual publication in which the company releases internal analytics to track DDoS attacks. Gcore's broad, internationally distributed network of scrubbing centers allows them to follow attack trends over time. Read on to learn about DDoS attack trends for Q3–Q4 of 2023, and what they mean for developing a robust protection strategy in 2024. Gcore's Key Findings DDoS attack trends for the second half of 2023 reveal alarming developments in the scale and sophistication of cyberthreats. Unprecedented Attack Power The past three years have brought about a >100% annual increase in DDoS peak (registered maximum) attack volume: In 2021, the peak capacity of DDoS attacks was  300 Gbps In 2022, it increased to  650 Gbps In Q1–Q2 of 2023, it increased again to  800 Gbps In Q3–Q4 of 2023, it surged to  1600 Gbps  (1.6 Tbps) Notably, the jump in H2 of 2023 means the cybersecurity indu...
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The State of GRC 2025: From Cost Center to Strategic Business Driver

websiteDrataGovernance / Compliance
Drata's new report takes a look at how GRC professionals are approaching data protection regulations, AI, and the ability to maintain customer trust.
Facebook and Cambridge Analytica – What's Happened So Far

Facebook and Cambridge Analytica – What's Happened So Far

Mar 23, 2018
Top Story— Facebook has just lost over $60 billion in market value over the past two days—that's more than Tesla's entire market capitalisation and almost three times that of Snapchat. Facebook shares plunge over revelations that personal data of 50 million users was obtained and misused by British data analytics firm ' Cambridge Analytica ,' who reportedly helped Donald Trump win the US presidency in 2016. The privacy scandal that rocked the social media giant was revealed earlier this week when Chris Wylie , the 28-year-old data scientist who worked with a Cambridge University academic, turned into a whistleblower and leaked to the newspapers how poorly Facebook handles people's private information. Wylie claims Cambridge Analytica created " Steve Bannon's psychological warfare mindf**k tool " that profiles citizens to predict their voting patterns based on the personal information gathered from a variety of sources and then helps political ...
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