https://arxiv.org/abs/2504.11358
[2504.11358] DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
Abstract page for arXiv paper 2504.11358: DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
a gameprompt injection
https://simonwillison.net/2024/Jun/16/github-copilot-chat-prompt-injection/
GitHub Copilot Chat: From Prompt Injection to Data Exfiltration
Yet another example of the same vulnerability we see time and time again. If you build an LLM-based chat interface that gets exposed to both private and...
github copilot chatprompt injectiondataexfiltration
https://simonwillison.net/2023/Nov/4/hacking-google-bard-from-prompt-injection-to-data-exfiltration/
Hacking Google Bard - From Prompt Injection to Data Exfiltration
Bard recently grew extension support, allowing it access to a user's personal documents. Here's the first reported prompt injection attack against that. This...
hacking googleprompt injectionbarddataexfiltration
https://ransomleak.com/exercises/clawdbot-prompt-injection/
AI Prompt Injection Training | RansomLeak
Apr 30, 2026 - Practice detecting prompt injection attacks where hidden instructions in documents manipulate AI assistants into exfiltrating sensitive data. Hands-on,...
ai prompt injectiontrainingransomleak
https://risingwave.com/blog/prompt-injection-payment-agents-detection/
Prompt Injection Attacks on Payment Agents: Detection Patterns | RisingWave
Introduction An AI shopping agent is asked to find the cheapest pair of running shoes. It searches the web, lands on a forum thread that contains a hidden...
prompt injection attackspayment agentsdetectionpatterns
https://securitytable.buzzsprout.com/2094080/episodes/14169822
The Impact of Prompt Injection and HackAPrompt_AI in the Age of Security
Sander Schulhoff of Learn Prompting joins us at The Security Table to discuss prompt injection and AI security. Prompt injection is a technique that...
the impactprompt injection
https://fluidattacks.com/blog/indirect-prompt-injection-llms
Indirect prompt injection to LLMs | Fluid Attacks
We show you that LLM-integrated apps can suffer indirect prompt injection attacks through different methods that can put the security of their users at risk.
indirect prompt injectionllmsfluidattacks
https://cgnet.com/blog/tag/prompt-injection/
prompt injection Archives - CGNET
prompt injectionarchives
https://cryptopond.com/microsoft-patched-a-copilot-studio-prompt-injection-the-data-exfiltrated-anyway/
Microsoft patched a Copilot Studio prompt injection. The data exfiltrated anyway. - Cryptopond
Apr 16, 2026 - Facebook Twitter Pinterest Microsoft assigned CVE-2026-21520, a CVSS 7.5 indirect prompt injection vulnerability, to Copilot...
copilot studioprompt injection
https://genai.owasp.org/llmrisk/llm01-prompt-injection/
LLM01:2025 Prompt Injection - OWASP Gen AI Security Project
Apr 17, 2025 - A Prompt Injection Vulnerability occurs when user prompts alter the LLM’s behavior or output in unintended ways. These inputs can affect the model even if they...
gen ai securityprompt injectionowaspproject
https://www.8seneca.com/de/blog/software-development/prompt-injection-examples-real-attacks-and-how-to-prevent-them
Prompt Injection Examples: Real Attacks and How to Prevent Them
Clear prompt injection examples and attacks explained. Learn what prompt injection is and how to protect your AI systems from these risks.
how to preventprompt injectionexamplesrealattacks
https://ozak.ai/blogs/prompt-injection-is-the-new-sql-injection
Prompt Injection is the New SQL Injection For Hackers | Ozak AI
Forget breaking firewalls. Hackers are now using everyday language to gaslight AI into giving up secrets and draining wallets.
prompt injectionis thefor hackersnewsql
https://jfrog.com/blog/tag/prompt-injection/
prompt injection Archives | JFrog
prompt injectionarchivesjfrog
https://thegeekspeaks.net/tags/prompt-injection/
Prompt-Injection | The VP Geek Speaks
From micromanagement pitfalls to technical deep-dives: Engineering leadership insights from a VP who's been there. Practical advice for building better teams...
prompt injectionvpgeekspeaks
https://mindgard.ai/blog/prompt-injection-vs-jailbreak
Prompt Injection vs Jailbreak in LLMs: Differences, Risks, and Prevention - Mindgard
Prompt injection and jailbreak attacks exploit different weaknesses in LLMs: prompt injection hijacks model behavior and downstream actions, while jailbreaks...
prompt injectionvsjailbreak
https://sidikcyber.com/prompt-injection-ancaman-keamanan-sistem-ai/
Prompt Injection: Ancaman Baru Keamanan Sistem AI
Pelajari ancaman prompt injection pada sistem AI dan strategi mitigasinya untuk menjaga keamanan data dan integritas sistem berbasis AI.
prompt injectionkeamanan sistemancamanbaruai
https://oecd.ai/en/incidents/2026-05-04-4a73
AI Prompt Injection Exploit Drains Grok-Linked Crypto Wallet - OECD.AI
An attacker exploited AI agents Grok and Bankrbot by sending a Morse code prompt via X, tricking them into transferring 3 billion DRB tokens (worth...
ai prompt injectioncrypto walletexploitdrainsgrok
https://futureagi.com/blog/llm-prompt-injection-2025
LLM Prompt Injection 2026: How It Works & How to Prevent It
Jun 17, 2025 - Learn how LLM prompt injection attacks work in 2026. Covers real-world examples, why it is dangerous, detection methods, prevention techniques including input.
how it worksprompt injectionllmprevent
https://media.patentllm.org/news/security/haproxy-http-3-desync-prompt-injection-dataset-entra-id-hard-20260416
HAProxy HTTP/3 Desync, Prompt Injection Dataset, & Entra ID Hardening - PatentLLM Blog
Today's security brief covers a critical HAProxy HTTP/3 desynchronization CVE, a new dataset for AI prompt injection defense, and practical guidance for...
prompt injection
https://sgtrends.org/prompt-injection-attacks-explained-a-growing-ai-threat/
Prompt Injection Attacks Explained: A Growing AI Threat - Singapore Trends
Dec 31, 2025 - Think about the first time you used an AI chatbot. It felt like magic, right? You ask a question, and it gives you a perfect answer. But imagine if that same...
prompt injection attacksexplainedgrowingthreatsingapore
https://aviatrix.ai/threat-research-center/chatgpt-atlas-browser-2025-prompt-injection-exposes-hidden-command-risk/
ChatGPT Atlas Browser 2025 Prompt Injection Vulnerability Exposes Hidden Risks
A prompt injection flaw in OpenAI's ChatGPT Atlas Browser lets malicious URLs trigger hidden commands, revealing critical risks for AI-powered interfaces.
chatgpt atlasprompt injectionbrowservulnerabilityexposes
https://aisecurityguard.io/learn/article/hijacking-windsurf-how-prompt-injection-leaks-developer-secr
Hijacking Windsurf: How Prompt Injection Leaks Developer Secrets | AI Security Guard
New research from Embrace The Red reveals a critical vulnerability in Windsurf AI coding agent that enables attackers to exfiltrate developer secrets through in
prompt injectionsecrets aihijackingwindsurf
https://www.lineaje.com/ai-threats-analysis-reports/nomshub-attack-ai-agent-prompt-injection-leading-to-remote-code-execution
NomShub Attack: AI Agent Prompt Injection Leading to Remote Code Execution | Instruction...
The NomShub attack did not exploit a buffer overflow, a misconfigured endpoint, or a weak credential. It exploited something more fundamental: the way AI...
remote code executionai agentprompt injection
https://aisecurityguard.io/learn/article/agenthopper-understanding-ai-virus-propagation-through-indir
AgentHopper: Understanding AI Virus Propagation Through Indirect Prompt Injection | AI Security...
Recent security research has uncovered a sophisticated attack vector that transforms AI agents into self-propagating malware. The AgentHopper vulnerability, dis
indirect prompt injectionunderstanding aiviruspropagationsecurity
https://www.brthls.com/magazine/prompt-injection-playbook-el-riesgo-invisible-en-equipos-con-ia/
Prompt Injection Playbook: el riesgo invisible en equipos con IA
Mar 13, 2026 - Problema Los equipos con IA asumen que el riesgo es tecnico. Pero el mayor riesgo operativo no es el modelo: es la manipulacion del input. Prompt injection conv
prompt injectionplaybookelriesgoinvisible
https://www.supra-wall.com/fr/fonctionnalites/prompt-shield
AI Prompt Injection Shield | SDK-Level Protection | SupraWall | SupraWall
System prompts aren't safety. Indirect prompt injection via search results or emails can override your instructions. SupraWall Prompt Shield enforces security...
ai prompt injectionshieldsdklevelprotection
https://designingtogetherbook.com/guardrail-prompt-injection-untuk-chat/
Guardrail Prompt Injection untuk Chat Produk: Validasi Input, Blokir Perintah Berbahaya -...
Apr 27, 2026 - prompt injection di chat produk: cara validasi input, pisahkan konteks, dan blokir perintah berbahaya agar percakapan aman serta terkontrol.
prompt injectionguardrailuntukchat
https://www.buddhsentripathi.com/blogs/prompt-injection-is-new-sql-injection
Prompt Injection is the SQL Injection of Modern AI Systems | Buddhsen Tripathi
Why prompt injection keeps appearing across agentic browsers, chatbots, and crawlers, and why it feels like a familiar security mistake.
prompt injectionis themodern aisql
https://decagon.ai/glossary/what-is-prompt-injection
What is prompt injection? | Decagon
Prompt injection is a class of security attacks against AI systems in which adversarial text embedded in user input or external data overrides or corrupts...
what isprompt injectiondecagon
https://letsjustdoai.com/how-prompt-injection-attacks-hijack-ai-coding-tools/
How Prompt Injection Attacks Hijack AI Coding Tools
prompt injection attacksai codinghijacktools
https://www.dr-datenschutz.de/prompt-injection-das-unterschaetzte-risiko-fuer-unternehmen/
Prompt Injection: Das unterschätzte Risiko für Unternehmen
Prompt Injection ist ein zentrales Risiko bei KI. Der Beitrag zeigt Manipulationsmöglichkeiten und wirksame Schutzmaßnahmen für Unternehmen.
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https://www.promptinjection.net/p/welcome-to-prompt-injection
Welcome to Prompt Injection - by PromptInjection
AI beyond the hype. Real insights, real breakthroughs, real methods.
welcome toprompt injectionpromptinjection
https://simonwillison.net/2025/Feb/17/chatgpt-operator-prompt-injection/
ChatGPT Operator: Prompt Injection Exploits & Defenses
As expected, Johann Rehberger found some effective indirect prompt injection strategies against OpenAI's new Operator browser automation agent. Operator tends...
prompt injectionchatgptoperatorexploitsdefenses
https://cybersecurity-see.com/ai-red-teaming-is-distinct-from-prompt-injection/
AI Red Teaming Is Distinct from Prompt Injection | CyberSecurity SEE
ai red teamingprompt injectiondistinctcybersecuritysee
https://grith.ai/blog/prompt-injection-defence
Prompt Injection Meets Multi-Filter Defence | grith
How grith's scoring proxy catches prompt injection attacks that bypass single-layer defences - with concrete scoring examples.
prompt injectionmeetsmultifilterdefence
https://ainewstoday.org/chatgpt-atlas-security-strengthens-prompt-injection-defense/
ChatGPT Atlas Security Strengthens Prompt Injection Defense - AI News Today
Dec 24, 2025 - ChatGPT Atlas security is reinforced with new defenses against prompt injection attacks, strengthening browser-based AI agents.
chatgpt atlasprompt injectionai newssecuritydefense
https://papers.neurips.cc/paper_files/paper/2025/hash/1c9818387f5dd0a0bc151214660f059d-Abstract-Datasets_and_Benchmarks_Track.html
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
web agentprompt injectionwaspbenchmarkingsecurity
https://configureterminal.com/5-minute-hacks-demo-6-ai-prompt-injection/
5 Minute Hacks Demo 6: AI prompt injection - Configureterminal
Apr 21, 2026 - Big thank you to ThreatLocker for sponsoring my trip to ZTW26 and also for sponsoring this video. To start your free trial with ThreatLoc
ai prompt injectionminutehacksdemo
https://blogs.opera.com/security/2025/10/prompt-injection-in-opera-neon-rapid-response-through-responsible-disclosure/
Prompt injection in Opera Neon: Rapid response through responsible disclosure | Opera Security
prompt injectionopera neonrapid responseresponsible disclosure
https://www.ndss-symposium.org/ndss-paper/prompt-injection-attack-to-tool-selection-in-llm-agents/
Prompt Injection Attack to Tool Selection in LLM Agents - NDSS Symposium
prompt injectiontool selectionllm agentsattack
https://proceedings.neurips.cc/paper_files/paper/2025/hash/1c9818387f5dd0a0bc151214660f059d-Abstract-Datasets_and_Benchmarks_Track.html
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
web agentprompt injectionwaspbenchmarkingsecurity
https://simonwillison.net/2023/Apr/14/new-prompt-injection-attack-on-chatgpt-web-version-markdown-imag/
New prompt injection attack on ChatGPT web version. Markdown images can steal your chat data
An ingenious new prompt injection / data exfiltration vector from Roman Samoilenko, based on the observation that ChatGPT can render markdown images in a way...
https://lesouleystecroix.com/article/perplexity-s-browsesafe-securing-ai-browser-agents-against-prompt-injection-attacks
Perplexity's BrowseSafe: Securing AI Browser Agents Against Prompt Injection Attacks (2026)
May 10, 2026 - AI browser agents are facing a critical security challenge, and Perplexity's BrowseSafe is here to tackle it head-on. But here's where it gets controversial:...
prompt injection attackssecuring ai
https://cyberwebspider.com/the-hacker-news/researchers-disclose-google-gemini-ai-flaws-allowing-prompt-injection-and-cloud-exploits/
Researchers Disclose Google Gemini AI Flaws Allowing Prompt Injection and Cloud Exploits - Cyber...
Sep 30, 2025 - The vulnerabilities have been collectively codenamed the Gemini Trifecta by the cybersecurity firm. They reside in three distinct elements of the Gemini suite -
google gemini ai
https://cryptokeymedia.com/morse-code-prompt-injection-on-x-triggers-bankrbot-to-transfer-3b-drb-from-grok-linked-base-wallet-80-of-funds-returned/
Morse‑code prompt injection on X triggers Bankrbot to transfer 3B DRB from Grok‑linked Base wallet;...
May 4, 2026 - A Morse code prompt posted on X appears to have triggered an unauthorized transfer of 3 billion DRB tokens on Base from a wallet assigned to X’s AI, Grok,
https://www.sheldonanthonyio.com/2023/10/26/prompt-injection-attacks-a-growing-threat-to-ai-and-ml-systems/
Prompt Injection Attacks: A Growing Threat To AI And ML Systems - ..:: Sheldon Anthony IO ::..
Feb 26, 2026 - Learn how prompt injection attacks can manipulate AI and ML systems to produce harmful outputs. Click here to find out how to prevent and detect them.
prompt injection attacks
https://www.promptarmor.com/resources/data-exfiltration-from-slack-ai-via-indirect-prompt-injection
Data Exfiltration from Slack AI via Indirect Prompt Injection
This vulnerability can allow attackers to steal anything a user puts in a private Slack channel by manipulating the language model used for content generation.
data exfiltrationslack aiviaindirectprompt
https://bethecoder.com/applications/tutorials/generative-ai/ai-security.html
BE THE CODER Generative AI Tutorials on securing LLM applications against prompt injection,...
Simple, Easy to understand and quality tutorial on Generative AI, Tutorials on securing LLM applications against prompt injection, jailbreaks, data poisoning,...
https://sebastion.dev/intelligence/2026-03-11-indirect-prompt-injection-threats-in-vs-code-ai
Indirect Prompt Injection Threats in VS Code AI Assistants Enable Token Exfiltration and Code...
Mar 11, 2026 - VS Code's AI chat features are vulnerable to indirect prompt injection attacks where malicious content in code files or documentation can poison conversations,...
indirect prompt injection
https://www.falklandsgazette.com/article/871552392-prompt-injection-attack-loss-insurance-market-size-share-trends-analysis-report-by-product
Prompt Injection Attack Loss Insurance Market Size, Share & Trends Analysis Report By Product | The...
The Falklands Gazette is an online news publication focusing on the Falkland Islands: The most trusted news from the Falkland Islands
https://www.webfuse.com/blog/prompt-injection-in-the-browser-how-to-secure-your-ai-agent-against-malicious-sites
Prompt Injection in the Browser: How to Secure Your AI Agent Against Malicious Sites | Webfuse
Learn how indirect prompt injection targets browser AI agents, how malicious sites can trigger data leaks or unsafe actions, and which architecture,...
https://securityexpress.info/grok-bankrbot-morse-code-prompt-injection-exploit-base-network/
Deciphering Disaster: How a Morse Code Prompt Injection Drained $200,000 via Grok and Bankrbot -...
An attacker used Morse code to bypass Grok’s security, forcing Bankrbot to transfer 3 billion tokens. Discover the new AI-Web3 attack vector in action.
https://www.evolvesecurity.com/blog-posts/how-to-test-for-prompt-injection-a-security-teams-guide
How to Test Your AI Systems for Prompt Injection: A Security Team's Guide
Apr 29, 2026 - Prompt injection is OWASP's #1 LLM risk, and most security teams aren't testing for it. A practitioner's guide to finding it before attackers do.
how to test
https://docsbot.ai/prompts/technical/injection-protection-logging
Injection Protection & Logging - AI Prompt
Safeguard against code injections and log all events to Discord. Free Technical prompt for ChatGPT, Gemini, and Claude.
injectionprotectionloggingaiprompt