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Recent posts tagged promptinjection

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Basavaraj-Shepur • Oct 20 • in Articles • 2 min read
Hidden Page Instructions Are a Support Policy Decision, Not a Prompt Hack
The Decision Behind the Markup Your help center is no longer read only by humans. Chatbots, browser agents, and search summarizers scrape it and answer on your behalf - without your support tone, your escalation paths, or your legal review. So produ...
post-cover-31891
  • aiagents
  • promptinjection
  • llms
  • webdev
2 Reactions 2 Comments
Nikhilesh Tayal • Oct 15 • in Articles • 2 min read
What is Gray Swan Indirect Prompt Injection (IPI) benchmark?
One interesting core capability of the recently launched Gemini 4 Argon is its resistance to indirect prompt injection attacks. The model is actually leading the “Gray Swan Indirect Prompt Injection IPI” benchmark with an attack success rate of just...
  • promptinjection
0 Reactions 0 Comments
kate8382 • Sep 26 • in Articles • 5 min read
AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because of sloppy heuristics, brittle filters, and naive prompt-matching. We built AURA to be pragmatic: deter...
post-cover-28731
  • aisafety
  • llmsecurity
  • promptinjection
  • githubactions
7 Reactions 2 Comments
kate8382 • Aug 28 • in Articles • 4 min read
Why Big Tech Keeps Losing LLMs to Basic Social Engineering
By Ecaterina Sevciuc | Creator of AURA AI User Risk Assessment Two months ago, I launched AURA — an open-source framework designed to model psychological manipulation, grey-zone threat vectors, and social engineering in Human-AI interactions. Yeste...
post-cover-25609
  • aisafety
  • promptinjection
  • llmsecurity
8 Reactions 5 Comments
AIAppsAPI • Aug 17 • in Articles • 2 min read
Where AI Agents Actually Get Attacked: A Five Layer Map
Most of us here are wiring agents into real systems now, shell access, database writes, CI pipelines, so the security question stops being theoretical pretty fast. This is the map I keep coming back to when reviewing an agent setup, and I am curious ...
  • ai
  • aiagents
  • security
  • promptinjection
3 Reactions 0 Comments
Datalaria • Aug 15 • in Articles • 9 min read
Prompt Injection: The Vulnerability Your AI Agent Doesn't Know It Has
Your CrewAI agent has the same problem web servers had in 2005: it accepts user input without sanitizing. In 2005, the vulnerability was called SQL Injection and it allowed an attacker to execute arbitrary commands on your database with a '; DROP TAB...
post-cover-24676
  • promptinjection
  • tooling
  • cibersecurity
  • owasp
3 Reactions 1 Comments
Basavaraj-Shepur • Jul 16 • in Articles • 2 min read
Prompt Injection: The AI Security Hole Every Builder Should Know
The Idea: Hidden Instructions Inside Trusted Content Prompt injection is an attack where malicious instructions are embedded inside content that an AI is asked to process - a document, a webpage, an email, a customer support ticket. The model can't ...
post-cover-22799
  • ai
  • security
  • promptinjection
  • machinelearning
4 Reactions 5 Comments
kate8382 • Jul 15 • in Articles • 2 min read
AURA (AI User Risk Assessment): A behavioral threat-intelligence framework for AI Safety
As a banking and legal professional, there’s one harsh truth I learned early in my career: rules are rarely broken by brute force; they are bypassed through loopholes and human psychology. On my very first year of law school, practicing attorneys to...
post-cover-22768
  • aisafety
  • promptinjection
  • llmsecurity
6 Reactions 2 Comments
Nikhilesh Tayal • Feb 4 • in Videos • 1 min read
Prompt Injection - #1 critical vulnerability for GenAI applications.
While we mostly talk about building AI Agents and LLM applications, not many people talk about - how easy it is to hack these. In this video, I break down what prompt injection is, how it works, and most importantly, how you can protect your AI ...
post-cover-11072
  • ai
  • ai-security
  • promptinjection
2 Reactions 1 Comments
Derrick Ryan • Dec 4, 2025 • in Articles • 8 min read
Prompting and Prompt Engineering: A Comprehensive Guide to Controlling LLM Behavior
Understanding Prompts and Prompting At its core, a prompt is the text input provided to a Large Language Model LLM, which may contain instructions, context, examples, or questions. The simplest and most immediate way to influence an LLM's output di...
  • llm
  • prompt-engineering
  • promptinjection
  • machine-learning
7 Reactions 2 Comments
Aun Raza • Sep 9, 2025 • in Articles • 3 min read
Protecting LLMs in Production: Guardrails for Data Security and Injection Resist
The proliferation of Large Language Models LLMs in production environments has unlocked unprecedented capabilities for automation, content generation, and personalized experiences. However, deploying these powerful models without adequate safeguards ...
  • dataleakageprevention
  • guardrailsai
  • aisafety
  • promptinjection
6 Reactions 1 Comments
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