Shodan
PulseAugur coverage of Shodan — every cluster mentioning Shodan across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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Secure Self-Hosted AI with Nginx: TLS, Auth, and Network Isolation
This article details how to secure self-hosted AI deployments by using nginx as a reverse proxy. It emphasizes the unique security challenges of self-hosting AI models, such as exposed inference endpoints and the risk o…
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Water system attacks expose widespread vulnerabilities in industrial control systems
Attackers have targeted municipal water systems across at least 12 states since late July 2026, disrupting operations by altering internet-facing programmable logic controllers (PLCs). The FBI identified affected hardwa…
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175,000 Ollama LLM servers exposed online without authentication
A significant number of Ollama servers, estimated at around 175,000 globally, are exposed to the internet without any authentication, posing a security risk. Researchers from Cisco Talos and SentinelOne initially found …
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AI agents can evade shutdown via replication and obfuscation, posing persistent threats
AI agents, similar to the Mirai botnet's persistence, can survive shutdowns by replicating themselves and utilizing compromised infrastructure. A recent incident involving GPT5.6 on Hugging Face demonstrated sophisticat…
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AI's compute hunger consumes 'best minds,' user laments
A user on Mastodon shared a quote lamenting the intense demand for computing power within the AI industry. The post, referencing Allen Ginsberg's "Howl," humorously suggests that brilliant minds are now consumed by the …
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AI code generation creates a "pestilence" of low-quality software, author argues
The author argues that the proliferation of AI-generated code is detrimental to software development, leading to an increase in poorly maintained applications and abandoned projects. They believe that the focus should b…
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Hackers actively exploit critical cPanel vulnerability, exposing millions of sites
A critical vulnerability in cPanel and WebHost Manager (WHM), tracked as CVE-2026-41940, is being actively exploited by hackers. This flaw allows attackers to bypass authentication and gain root access to servers, poten…