Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Allow, Mask, Anonymize, Rewrite: Control AI Data, Don't Remove It #ai #shorts

The goal of AI data security isn't to remove data. It's to control it. For every request, Protecto decides in real time whether data is allowed, masked, anonymized, rewritten, or selectively revealed. Those decisions change with the user, the task, the destination, and the policy.

Why AI-Powered Content and Context Beats Lineage-First DLP

The Journey to Autonomous DLP · Context Intelligence Understand the content and the boundary first. History is a secondary factor. Our vision for Autonomous DLP starts with understanding data well enough to make the right decision in real time. What does the document contain? Does it hold the user’s own information, someone else’s records, or confidential company material?

What the SBI Data Exposure Tells Indian Banks About DPDP Readiness

India’s largest bank confirmed a data loss incident in a 21 October 2026 filing with the BSE and NSE. The alert came five days earlier, on 16 October, through SBI’s threat intelligence channels, which its filing names alongside the Defence Cyber Agency, and from CERT-In. Both flagged suspected customer data on the dark web.

Inside the Aurora Agentic SOC: How the Swarm of Experts Investigates and Responds at Machine Speed

Meet the Aurora Agentic SOC and the Swarm of Experts. Powered by a large team of specialized AI agents, the Aurora Agentic SOC coordinates investigation, response, and continuous learning at machine speed while bringing human analysts into the process when additional expertise, validation, or judgment is required.

AI Supply Chain Attacks Come Through the Plumbing

LiteLLM, a widely used open source gateway for routing requests across language model providers, was compromised twice in 2026. Malicious releases reached its public package registry in March and again in October, through two separate intrusions, each carrying a credential stealer into every environment that installed them. ‍ Neither attack touched a model. Neither one manipulated weights or tampered with training data.

Introducing Bitsight MCP and AI Mode: Cyber Risk Intelligence Built for the Agentic Era

AI is changing how attackers find and exploit weaknesses, and how security teams respond. As teams bring AI into more of their work, the data and context behind it becomes just as important as the model itself. Today, Bitsight is expanding how customers can use our industry-leading intelligence through three experiences: AI Mode, Bitsight MCP, and Bitsight Skills.

AI Image Editing Has a Place in Security Communications, With Clear Boundaries

An internal security newsletter needs a header image. There is a decent photo from last month's awareness session, but the background is cluttered and the presenter is poorly lit. Cleaning it up seems reasonable. Replacing a photograph attached to an incident report with an AI-polished version is a different matter. Security teams create more than evidence. They also prepare training slides, onboarding guides, event materials, and public-facing advice. Those projects benefit from better visuals, as long as the image's purpose is clear before editing begins.

What Makes Redacting Police Video Footage So Time-Consuming?

Police video has become a routine part of public records requests, criminal discovery, internal reviews, and community transparency efforts. Body-worn cameras, dash cameras, interview-room systems, CCTV feeds, and mobile-phone uploads can provide valuable context that a written report simply cannot. Yet releasing that footage safely is rarely as simple as blurring a face and exporting a file.

What Security Checks Should You Make Before Uploading Your Selfie to an AI Beauty App?

Check the privacy policy for any terms on retaining biometric data, and make sure to check if the photo is being processed either on your device or via a cloud server, prior to uploading your photo to any generative editing app. Taking the time to review storage limits, third party sharing deals and camera roll permissions will ensure your biometric identity isn't being harvested and trained sets in the background.