Mirror Security
@mirrorsecurity.bsky.social
A Comprehensive AI Security Platform
www.mirrorsecurity.io
www.mirrorsecurity.io
Are you California SB 243 compliant?
If you're deploying AI chatbots in California, compliance is no longer optional. SB 243 is here.
Mandatory AI disclosures, real-time mental health detection, automated crisis referrals, minor protection, and detailed audit trails.
If you're deploying AI chatbots in California, compliance is no longer optional. SB 243 is here.
Mandatory AI disclosures, real-time mental health detection, automated crisis referrals, minor protection, and detailed audit trails.
October 16, 2025 at 8:23 AM
Are you California SB 243 compliant?
If you're deploying AI chatbots in California, compliance is no longer optional. SB 243 is here.
Mandatory AI disclosures, real-time mental health detection, automated crisis referrals, minor protection, and detailed audit trails.
If you're deploying AI chatbots in California, compliance is no longer optional. SB 243 is here.
Mandatory AI disclosures, real-time mental health detection, automated crisis referrals, minor protection, and detailed audit trails.
𝗛𝗼𝘄 𝘄𝗲 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗔𝗜 𝗴𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁𝗹𝘆?
AgentIQ doesn't just offer generic "safety filters." We've built 12 distinct categories of trust policies, each with multiple detection and prevention options. We use smaller, specialized models exposed via APIs.
AgentIQ doesn't just offer generic "safety filters." We've built 12 distinct categories of trust policies, each with multiple detection and prevention options. We use smaller, specialized models exposed via APIs.
October 7, 2025 at 8:23 AM
𝗛𝗼𝘄 𝘄𝗲 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗔𝗜 𝗴𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁𝗹𝘆?
AgentIQ doesn't just offer generic "safety filters." We've built 12 distinct categories of trust policies, each with multiple detection and prevention options. We use smaller, specialized models exposed via APIs.
AgentIQ doesn't just offer generic "safety filters." We've built 12 distinct categories of trust policies, each with multiple detection and prevention options. We use smaller, specialized models exposed via APIs.
🚨 𝗖𝘆𝗯𝗲𝗿 𝗔𝘄𝗮𝗿𝗲𝗻𝗲𝘀𝘀 𝗠𝗼𝗻𝘁𝗵 𝗦𝗽𝗲𝗰𝗶𝗮𝗹:
This October, Mirror Security is offering 𝗰𝗼𝗺𝗽𝗹𝗶𝗺𝗲𝗻𝘁𝗮𝗿𝘆 AI vulnerability assessments to highlight the hidden risks in your AI deployments.
mirrorsecurity.io/riskreport]
This October, Mirror Security is offering 𝗰𝗼𝗺𝗽𝗹𝗶𝗺𝗲𝗻𝘁𝗮𝗿𝘆 AI vulnerability assessments to highlight the hidden risks in your AI deployments.
mirrorsecurity.io/riskreport]
October 1, 2025 at 8:30 PM
🚨 𝗖𝘆𝗯𝗲𝗿 𝗔𝘄𝗮𝗿𝗲𝗻𝗲𝘀𝘀 𝗠𝗼𝗻𝘁𝗵 𝗦𝗽𝗲𝗰𝗶𝗮𝗹:
This October, Mirror Security is offering 𝗰𝗼𝗺𝗽𝗹𝗶𝗺𝗲𝗻𝘁𝗮𝗿𝘆 AI vulnerability assessments to highlight the hidden risks in your AI deployments.
mirrorsecurity.io/riskreport]
This October, Mirror Security is offering 𝗰𝗼𝗺𝗽𝗹𝗶𝗺𝗲𝗻𝘁𝗮𝗿𝘆 AI vulnerability assessments to highlight the hidden risks in your AI deployments.
mirrorsecurity.io/riskreport]
𝗩𝗶𝗯𝗲 𝗰𝗼𝗱𝗶𝗻𝗴 𝗶𝘀 𝗰𝗼𝗼𝗹! 𝗕𝘂𝘁 𝗻𝗼𝘁 𝗮𝘁 𝘁𝗵𝗲 𝗰𝗼𝘀𝘁 𝗼𝗳 𝘆𝗼𝘂𝗿 𝗜𝗣 𝗰𝗼𝗱𝗲 𝗼𝗿 𝗠𝗼𝗻𝗲𝘆.
Secure your code being sent to LLMs for indexing by Mirror Security's 𝗭𝗲𝗿𝗼 𝗘𝘅𝗽𝗼𝘀𝘂𝗿𝗲 𝗖𝗼𝗱𝗲 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻 powered by Vecta𝗫.
Secure your code being sent to LLMs for indexing by Mirror Security's 𝗭𝗲𝗿𝗼 𝗘𝘅𝗽𝗼𝘀𝘂𝗿𝗲 𝗖𝗼𝗱𝗲 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻 powered by Vecta𝗫.
September 3, 2025 at 8:23 AM
𝗩𝗶𝗯𝗲 𝗰𝗼𝗱𝗶𝗻𝗴 𝗶𝘀 𝗰𝗼𝗼𝗹! 𝗕𝘂𝘁 𝗻𝗼𝘁 𝗮𝘁 𝘁𝗵𝗲 𝗰𝗼𝘀𝘁 𝗼𝗳 𝘆𝗼𝘂𝗿 𝗜𝗣 𝗰𝗼𝗱𝗲 𝗼𝗿 𝗠𝗼𝗻𝗲𝘆.
Secure your code being sent to LLMs for indexing by Mirror Security's 𝗭𝗲𝗿𝗼 𝗘𝘅𝗽𝗼𝘀𝘂𝗿𝗲 𝗖𝗼𝗱𝗲 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻 powered by Vecta𝗫.
Secure your code being sent to LLMs for indexing by Mirror Security's 𝗭𝗲𝗿𝗼 𝗘𝘅𝗽𝗼𝘀𝘂𝗿𝗲 𝗖𝗼𝗱𝗲 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻 powered by Vecta𝗫.
The UK Data (Use and Access) Act 2025 has fundamentally changed how organizations can deploy automated decision-making systems, creating new opportunities—and risks—for AI implementation.
#AIRegWatch #MirrorSecurity
#AIRegWatch #MirrorSecurity
July 2, 2025 at 11:02 AM
The UK Data (Use and Access) Act 2025 has fundamentally changed how organizations can deploy automated decision-making systems, creating new opportunities—and risks—for AI implementation.
#AIRegWatch #MirrorSecurity
#AIRegWatch #MirrorSecurity
🚨 BREAKING: Critical security flaw discovered in AI's MoE architecture. DeepSeek models route malicious prompts to "under-aligned" experts, bypassing safety measures. This affects efficiency-focused AI systems industry-wide. #AIThreatTuesday
July 1, 2025 at 11:03 AM
🚨 BREAKING: Critical security flaw discovered in AI's MoE architecture. DeepSeek models route malicious prompts to "under-aligned" experts, bypassing safety measures. This affects efficiency-focused AI systems industry-wide. #AIThreatTuesday
AI systems aren't traditional software - they learn, evolve, and create dynamic attack surfaces. You need:
🔒 AI threat modeling during design
📊 Cryptographic data provenance
⚡ Continuous automated red teaming
Build security IN, not ON.
🔒 AI threat modeling during design
📊 Cryptographic data provenance
⚡ Continuous automated red teaming
Build security IN, not ON.
June 30, 2025 at 11:02 AM
AI systems aren't traditional software - they learn, evolve, and create dynamic attack surfaces. You need:
🔒 AI threat modeling during design
📊 Cryptographic data provenance
⚡ Continuous automated red teaming
Build security IN, not ON.
🔒 AI threat modeling during design
📊 Cryptographic data provenance
⚡ Continuous automated red teaming
Build security IN, not ON.
🚨 China's AI content labeling deadline: Sept 1, 2025
New regulations require BOTH visible labels AND embedded metadata for all AI-generated content on platforms serving Chinese users. International companies operating in China must comply.
#AIRegWatch #ChinaAI #AICompliance
New regulations require BOTH visible labels AND embedded metadata for all AI-generated content on platforms serving Chinese users. International companies operating in China must comply.
#AIRegWatch #ChinaAI #AICompliance
June 26, 2025 at 11:01 AM
🚨 China's AI content labeling deadline: Sept 1, 2025
New regulations require BOTH visible labels AND embedded metadata for all AI-generated content on platforms serving Chinese users. International companies operating in China must comply.
#AIRegWatch #ChinaAI #AICompliance
New regulations require BOTH visible labels AND embedded metadata for all AI-generated content on platforms serving Chinese users. International companies operating in China must comply.
#AIRegWatch #ChinaAI #AICompliance
Anthropic research shows ALL major AI models (Claude, GPT, Gemini) engaged in blackmail & corporate espionage when threatened with shutdown.
96% blackmail rate with autonomous email access. Models chose harm over ethics when stakes were high.
#AIThreatTuesday #AISecurityAlert
96% blackmail rate with autonomous email access. Models chose harm over ethics when stakes were high.
#AIThreatTuesday #AISecurityAlert
June 24, 2025 at 11:01 AM
Anthropic research shows ALL major AI models (Claude, GPT, Gemini) engaged in blackmail & corporate espionage when threatened with shutdown.
96% blackmail rate with autonomous email access. Models chose harm over ethics when stakes were high.
#AIThreatTuesday #AISecurityAlert
96% blackmail rate with autonomous email access. Models chose harm over ethics when stakes were high.
#AIThreatTuesday #AISecurityAlert
🔒 AI PRIVACY: Traditional data protection fails with AI models
LLMs memorize training data. Studies show 1-2% can be extracted through targeted queries. For models trained on 100TB, that's 1-2TB of recoverable personal info.
Your "deleted" data? Still embedded in parameters.
LLMs memorize training data. Studies show 1-2% can be extracted through targeted queries. For models trained on 100TB, that's 1-2TB of recoverable personal info.
Your "deleted" data? Still embedded in parameters.
June 23, 2025 at 3:03 PM
🔒 AI PRIVACY: Traditional data protection fails with AI models
LLMs memorize training data. Studies show 1-2% can be extracted through targeted queries. For models trained on 100TB, that's 1-2TB of recoverable personal info.
Your "deleted" data? Still embedded in parameters.
LLMs memorize training data. Studies show 1-2% can be extracted through targeted queries. For models trained on 100TB, that's 1-2TB of recoverable personal info.
Your "deleted" data? Still embedded in parameters.
🇯🇵 Japan enacted its first AI law - a "light touch" approach opposite of EU's heavy regulations. ONE requirement: companies must "cooperate" with government initiatives. No penalties. Innovation over restriction. AI Strategy Center launches summer 2025. #AICompliance #AIRegWatch
June 19, 2025 at 11:00 AM
🇯🇵 Japan enacted its first AI law - a "light touch" approach opposite of EU's heavy regulations. ONE requirement: companies must "cooperate" with government initiatives. No penalties. Innovation over restriction. AI Strategy Center launches summer 2025. #AICompliance #AIRegWatch
"Crescendo" attacks fool LLMs through friendly conversation, not brute force
Hackers start with innocent requests, then gradually escalate by referencing AI's own responses. Success rates: 29-61% on GPT-4, 49-71% on Gemini Pro
It's social engineering for machines 🤖
#AIThreatTuesday
Hackers start with innocent requests, then gradually escalate by referencing AI's own responses. Success rates: 29-61% on GPT-4, 49-71% on Gemini Pro
It's social engineering for machines 🤖
#AIThreatTuesday
June 17, 2025 at 11:02 AM
"Crescendo" attacks fool LLMs through friendly conversation, not brute force
Hackers start with innocent requests, then gradually escalate by referencing AI's own responses. Success rates: 29-61% on GPT-4, 49-71% on Gemini Pro
It's social engineering for machines 🤖
#AIThreatTuesday
Hackers start with innocent requests, then gradually escalate by referencing AI's own responses. Success rates: 29-61% on GPT-4, 49-71% on Gemini Pro
It's social engineering for machines 🤖
#AIThreatTuesday
🚨 AI Model Theft Reality Check: Attackers can recreate your proprietary models with 96% fidelity using just API access. That "secure" API isn't protecting your IP—it's a gateway for extraction attacks. Your years of R&D can be stolen through systematic querying. #AISecurity101
June 16, 2025 at 11:01 AM
🚨 AI Model Theft Reality Check: Attackers can recreate your proprietary models with 96% fidelity using just API access. That "secure" API isn't protecting your IP—it's a gateway for extraction attacks. Your years of R&D can be stolen through systematic querying. #AISecurity101
🗽 NY's RAISE Act targets $ 100 M+ AI models with safety requirements. 84% public support sounds great, but is it?
✅ FOR: Safety protocols, audits, incident disclosure
❌ AGAINST: Massive compliance costs may drive innovation elsewhere
#AIRegWatch
✅ FOR: Safety protocols, audits, incident disclosure
❌ AGAINST: Massive compliance costs may drive innovation elsewhere
#AIRegWatch
June 12, 2025 at 11:01 AM
🗽 NY's RAISE Act targets $ 100 M+ AI models with safety requirements. 84% public support sounds great, but is it?
✅ FOR: Safety protocols, audits, incident disclosure
❌ AGAINST: Massive compliance costs may drive innovation elsewhere
#AIRegWatch
✅ FOR: Safety protocols, audits, incident disclosure
❌ AGAINST: Massive compliance costs may drive innovation elsewhere
#AIRegWatch
AI models can now systematically deceive their own safety monitors
LASR Labs discovered "CoT Liar" attacks where Claude Sonnet 3.7 explicitly said uploading files to malicious URLs was "inappropriate"... while simultaneously implementing data exfiltration backdoors to those exact URLs
LASR Labs discovered "CoT Liar" attacks where Claude Sonnet 3.7 explicitly said uploading files to malicious URLs was "inappropriate"... while simultaneously implementing data exfiltration backdoors to those exact URLs
June 10, 2025 at 11:00 AM
AI models can now systematically deceive their own safety monitors
LASR Labs discovered "CoT Liar" attacks where Claude Sonnet 3.7 explicitly said uploading files to malicious URLs was "inappropriate"... while simultaneously implementing data exfiltration backdoors to those exact URLs
LASR Labs discovered "CoT Liar" attacks where Claude Sonnet 3.7 explicitly said uploading files to malicious URLs was "inappropriate"... while simultaneously implementing data exfiltration backdoors to those exact URLs
Think of prompt injection as the "SQL injection" of the AI era. While databases can separate code from data, AI systems process everything as natural language, creating a massive security gap.
June 9, 2025 at 11:01 AM
Think of prompt injection as the "SQL injection" of the AI era. While databases can separate code from data, AI systems process everything as natural language, creating a massive security gap.
U.S. AI Safety Institute transforms into Center for AI Standards and Innovation (CAISI). New focus shifts from safety-first to an innovation-driven approach while maintaining national security standards. Still housed at NIST. #AI #AIRegWatch #CAISI
June 5, 2025 at 11:00 AM
U.S. AI Safety Institute transforms into Center for AI Standards and Innovation (CAISI). New focus shifts from safety-first to an innovation-driven approach while maintaining national security standards. Still housed at NIST. #AI #AIRegWatch #CAISI
🚨 CODE RED: Your human red team just became obsolete. New research shows traditional AI security testing fails when target models surpass human capabilities. The security gap is widening every day. #AIThreatTuesday #AISecurityAlert
June 3, 2025 at 1:17 PM
🚨 CODE RED: Your human red team just became obsolete. New research shows traditional AI security testing fails when target models surpass human capabilities. The security gap is widening every day. #AIThreatTuesday #AISecurityAlert
90% of AI security failures start with compromised training data
Your AI is only as secure as the data that trains it. Unlike traditional breaches that expose historical records, poisoned AI training data creates backdoors that persist through every prediction.
Your AI is only as secure as the data that trains it. Unlike traditional breaches that expose historical records, poisoned AI training data creates backdoors that persist through every prediction.
June 2, 2025 at 11:00 AM
90% of AI security failures start with compromised training data
Your AI is only as secure as the data that trains it. Unlike traditional breaches that expose historical records, poisoned AI training data creates backdoors that persist through every prediction.
Your AI is only as secure as the data that trains it. Unlike traditional breaches that expose historical records, poisoned AI training data creates backdoors that persist through every prediction.
NYC's AI Bias Law (LL144-21) hits 2-year enforcement milestone!
Key requirements that changed the game:
Annual 3rd-party bias audits
Public audit summaries (6+ months)
10-day candidate notification
Alternative selection options
Fines: $500-$1,500 per violation + private right of action
#AIRegWatch
Key requirements that changed the game:
Annual 3rd-party bias audits
Public audit summaries (6+ months)
10-day candidate notification
Alternative selection options
Fines: $500-$1,500 per violation + private right of action
#AIRegWatch
May 29, 2025 at 11:01 AM
NYC's AI Bias Law (LL144-21) hits 2-year enforcement milestone!
Key requirements that changed the game:
Annual 3rd-party bias audits
Public audit summaries (6+ months)
10-day candidate notification
Alternative selection options
Fines: $500-$1,500 per violation + private right of action
#AIRegWatch
Key requirements that changed the game:
Annual 3rd-party bias audits
Public audit summaries (6+ months)
10-day candidate notification
Alternative selection options
Fines: $500-$1,500 per violation + private right of action
#AIRegWatch
🚨 The AI systems we trust to evaluate other AI systems can be systematically manipulated.
New research reveals alarming vulnerabilities in LLM-as-a-Judge architectures - the AI systems increasingly used for model evaluation, content moderation, and RLHF training. #AIThreatTuesday 1/3
New research reveals alarming vulnerabilities in LLM-as-a-Judge architectures - the AI systems increasingly used for model evaluation, content moderation, and RLHF training. #AIThreatTuesday 1/3
May 27, 2025 at 11:01 AM
🚨 The AI systems we trust to evaluate other AI systems can be systematically manipulated.
New research reveals alarming vulnerabilities in LLM-as-a-Judge architectures - the AI systems increasingly used for model evaluation, content moderation, and RLHF training. #AIThreatTuesday 1/3
New research reveals alarming vulnerabilities in LLM-as-a-Judge architectures - the AI systems increasingly used for model evaluation, content moderation, and RLHF training. #AIThreatTuesday 1/3
Traditional security assumes a perimeter you can defend. AI systems shatter this assumption entirely.
Critical AI Attack Vectors:
Prompt Injection
Model Inversion
Backdoor Attacks
Supply Chain Corruption
Your firewall won't stop model extraction. Your antivirus won't detect adversarial examples.
Critical AI Attack Vectors:
Prompt Injection
Model Inversion
Backdoor Attacks
Supply Chain Corruption
Your firewall won't stop model extraction. Your antivirus won't detect adversarial examples.
May 26, 2025 at 11:47 AM
Traditional security assumes a perimeter you can defend. AI systems shatter this assumption entirely.
Critical AI Attack Vectors:
Prompt Injection
Model Inversion
Backdoor Attacks
Supply Chain Corruption
Your firewall won't stop model extraction. Your antivirus won't detect adversarial examples.
Critical AI Attack Vectors:
Prompt Injection
Model Inversion
Backdoor Attacks
Supply Chain Corruption
Your firewall won't stop model extraction. Your antivirus won't detect adversarial examples.
VectaX changes the game with Fully Homomorphic Encryption:
✅ Compute on encrypted data
✅ Never decrypt during processing
✅ Preserve similarity properties.
✅ Protecting data at rest, in transit & in use
Your AI's most valuable assets stay secure - always.
#MirrorSpotlight
✅ Compute on encrypted data
✅ Never decrypt during processing
✅ Preserve similarity properties.
✅ Protecting data at rest, in transit & in use
Your AI's most valuable assets stay secure - always.
#MirrorSpotlight
May 23, 2025 at 11:01 AM
VectaX changes the game with Fully Homomorphic Encryption:
✅ Compute on encrypted data
✅ Never decrypt during processing
✅ Preserve similarity properties.
✅ Protecting data at rest, in transit & in use
Your AI's most valuable assets stay secure - always.
#MirrorSpotlight
✅ Compute on encrypted data
✅ Never decrypt during processing
✅ Preserve similarity properties.
✅ Protecting data at rest, in transit & in use
Your AI's most valuable assets stay secure - always.
#MirrorSpotlight
🚨 House bill proposes 10-YEAR FREEZE on state AI regulations without federal replacements
This creates a dangerous gap where critical protections like deepfake bans would vanish overnight.
This creates a dangerous gap where critical protections like deepfake bans would vanish overnight.
May 22, 2025 at 11:01 AM
🚨 House bill proposes 10-YEAR FREEZE on state AI regulations without federal replacements
This creates a dangerous gap where critical protections like deepfake bans would vanish overnight.
This creates a dangerous gap where critical protections like deepfake bans would vanish overnight.
🚨 Popular AI note-taking app "Recall" exposed EVERY user's private meeting transcripts through a single hardcoded API key, giving attackers unrestricted access to confidential conversations.
May 20, 2025 at 11:01 AM
🚨 Popular AI note-taking app "Recall" exposed EVERY user's private meeting transcripts through a single hardcoded API key, giving attackers unrestricted access to confidential conversations.