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Help Net Security

FIDO Alliance wants to keep AI agents from going rogue on online payments Police arrest 10 suspected members of Black Axe cybercrime gang ShinyHunters claims it stole 1.4 million records from Udemy Sevii unveils Cyber Swarm Defense Mode to stop AI-driven attacks at scale Alleged Chinese hacker extradited to US over cyberattacks targeting COVID-19 research Cequence Agent Personas bring granular control and governance to enterprise AI agents NowSecure MARI gives enterprises evidence-based visibility into third-party mobile app risk The metrics killing your SOC, and what to use instead US state privacy fines reached $3.425 billion in 2025 Canada’s first SMS blaster case leads to three arrests Linux storage management tool Stratis 3.9.0 adds online encryption and cache-less pool startup TLS Connect gives SMBs a right-sized automated tool to manage TLS certificates Aptori expands its platform with autonomous offensive testing to reduce security bottlenecks Your IAM was built for humans, AI agents don’t care The AI criminal mastermind is already hiring on gig platforms 25 open-source cybersecurity tools that don’t care about your budget Product showcase: LuLu reveals unauthorized outbound connections from Mac apps Week in review: Claude Mythos finds 271 Firefox flaws, Vercel breach Users advised to drop passwords and make room for passkeys - Help Net Security Indirect prompt injection is taking hold in the wild - Help Net Security Compromised everyday devices power Chinese cyber espionage operations - Help Net Security New Cisco firewall malware can only be killed by pulling the plug - Help Net Security Meta is overhauling how you sign in, manage settings, and protect your accounts - Help Net Security Ubuntu 26.04 LTS delivers memory-safe system tools and live patching for Arm servers - Help Net Security OpenAI’s GPT-5.5 is out with expanded cybersecurity safeguards - Help Net Security AI is speeding up nation-state cyber programs - Help Net Security A study of 1,000 Android apps finds a privacy policy logging gap - Help Net Security IT spending to hit $6.31 trillion record, thanks to AI - Help Net Security Where AI in CI/CD is working for engineering teams - Help Net Security With AI's help, North Korean hackers stumbled into a near-undetectable attack - Help Net Security
Google wipes out 602 million scam ads with Gemini on duty
Sinisa Markovic · 2026-04-17 · via Help Net Security

Google claims that its security teams work around the clock using its Gemini AI models to detect and stop harmful ads.

“Bad actors are using generative AI to create deceptive ads at scale, and Gemini helps us detect and block them in real time” Keerat Sharma, VP and GM, Ads Privacy and Safety, Google, said.

“Our models analyze hundreds of billions of signals — including account age, behavioral cues and campaign patterns — to stop threats before they reach people,” added Sharma.

Malvertising remains an ongoing issue on Google’s ad network, with attackers abusing paid ads to pose as legitimate brands and lure users into malware downloads or phishing sites.

Google serves billions of ads on millions of websites. Even with automated checks, some malicious ads slip through due to the sheer volume.

“In 2025, we blocked or removed over 8.3 billion ads and suspended 24.9 million accounts, including 602 million ads and 4 million accounts associated with scams,” the company stated in its 2025 Ads Safety Report.

Google Gemini harmful ads

(Source: Google)

In regional data, the company reported removing 1.7 billion ads and suspending 3.3 million advertiser accounts in the US, 675.7 million ads and 593,000 accounts in the UK, and 1.6 billion ads and 2 million accounts in the EU.

According to Google, its latest AI models go beyond older keyword-based systems by focusing on intent. This allows the company to detect more complex and evasive threats, including ads designed to bypass automated checks.

The company said Gemini has improved how it processes user feedback, helping teams take action on more than four times as many reports in 2025 as in the previous year.

This faster response helps stop threats sooner when they slip through, and lets safety teams spend more time on cases that need human judgment.