Cloud agents typically send user messages to remote LLMs and store conversation traces in memory systems (e.g., Mem0, LangMem, Memobase) for long-term personalization. This creates a large privacy attack surface: plaintext prompts and logs may contain PII, medical/financial data, credentials cloud memory stores can leak via retrieval, prompt injection, inversion, or misconfiguration naïve mitigation (e.g., *** masking) destroys task semantics, harming retrieval and personalization Goal: reduce privacy leakage without sacrificing utility.
Paper page - MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents…In a previous life I managed a bar, and somehow did the orders, checked the inventory, managed the rotas, and even served some drinks while I was at it. I'm not…
…This meant moving beyond basic chat and integrating tools like AgenticSeek. By using an agentic layer, I can let the model actually go out and find information or perform tasks rather than…
…Privacy Statement . Additional information For the most up-to-date information about GitHub CLI telemetry, see the telemetry transparency page . GitHub CLI also supports GitHub and third-party extensions, including agents. Extensions…
…Whether it’s fetching specific data or managing local workflows, AgenticSeek is the "hands" of my AI stack, turning a simple chatbot into a functional digital employee. Related I run this self…
…NemoClaw reference stack and NVIDIA OpenShell runtime for securely running autonomous agents. OpenShell provides fine-grained programmable policy security and privacy controls, and natively integrates with Linux, eBPF and Kubernetes. NVIDIA also…
…The password managers from Bitdefender and Norton do allow bulk imports, giving them a significant advantage over McAfee’s password manager. Social Privacy Manager The Social Privacy Manager is a browser extension…
…Amnezia VPN also streamlined its subscription management. Previously, users had to go through customer support to handle renewals. Now, you can renew your Amnezia Premium subscription directly inside the app or via…
…Mobile 12 new security features coming to Android phones in 2026 Here's a look at the sweeping set of Android security and privacy upgrades Google has in store for you this…
…Consider the fact that Rincon has worked on Google Assistant and, more recently, served as a director of product management in the Google Shopping division, managing to win plaudits in both of…
…NVIDIA OpenShell — an open source runtime for development and deployment of autonomous agents with security and privacy controls — enables corporate policy enforcement at the infrastructure layer and is integrated with leading enterprise…
