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Category — Fraud Prevention
7 Signs Your Organization Is Vulnerable to Business Email Compromise

7 Signs Your Organization Is Vulnerable to Business Email Compromise

May 18, 2026
BEC accounted for over $3 billion in reported losses last year alone. Most organizations don't realize they're exposed until it's too late. Here's how to tell if your defenses have gaps. Business email compromise doesn't announce itself. There's no ransomware splash screen, no locked files, no dramatic system outage. Instead, a finance team member processes what looks like a routine vendor payment update. A controller wires funds based on what appears to be a CFO's direct request. By the time anyone notices, the money is gone. The FBI IC3's 2024 Internet Crime Report documented $55 billion in cumulative BEC losses over the past decade, with $3 billion in 2024 alone — making it the most financially destructive enterprise-targeted cyber threat in the country. The challenge with BEC is that it exploits trust, not technology. These attacks carry no malicious payload for a gateway to catch — just carefully crafted messages designed to manipulate human judgment. That makes traditional de...
Purdue University’s Real-World Deepfake Detection Benchmark Raises the Bar for Enterprise Models

Purdue University's Real-World Deepfake Detection Benchmark Raises the Bar for Enterprise Models

Dec 22, 2025
Deepfakes aren't just viral clips or political media anymore — they're appearing in enterprise workflows where a camera feed is treated as proof: onboarding, account recovery, remote hiring, privileged access, and partner verification. That shift forces security teams to ask not just, "Does this look fake?" but, "Can we verify in real time that the capture is authentic and the channel isn't compromised — without disrupting the workflow?" A new benchmark from Purdue University addresses that question. Instead of testing detectors on clean, lab-style samples, Purdue evaluated tools on real incident content pulled from social platforms — the kind of compressed, low-resolution, post-processed material that tends to break models tuned to ideal conditions. What Purdue tested — and why it matters Purdue built its benchmark around the Political Deepfakes Incident Database (PDID), which focuses on deepfake incidents circulating on X/Twitter, YouTube, TikTok, and Instagram. Real-world distri...
Defending Against Adversarial AI and Deepfake Attacks

Defending Against Adversarial AI and Deepfake Attacks

Aug 18, 2025
Imagine joining a video call with your CEO, only to find out later the CEO participant was actually an AI-generated fake. Welcome to the new digital battlefield.  Adversarial AI and deepfakes have created an identity attack surface that is not just digital, but is also based on reality itself . These technologies are no longer science fiction or theoretical. They are actively being used to spoof identities, manipulate political perceptions, and circumvent even the best cybersecurity training initiatives. , and circumvent even the best cybersecurity training initiatives.  If your cybersecurity defenses rely solely on human perception, voice recognition, or even visual evidence, you are vulnerable to an attack.  From Cat and Mouse to Machine vs. Machine Cybersecurity has always been a game of cat and mouse. As defenders (mice), we have historically been able to adapt our defenses for phishing, malware , ransomware, and insider threats . Today, we're also strategizing ...
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