Data Poisoning — The Silent Sabotage of AI
youtu.be/J-tsemViDXk #Cybersecurity #ArtificialIntelligence #AIsecurity #DataPoisoning #MachineLearning #AIrisk #AISafety #ModelSecurity #FoundationModels #CyberRisk #Infosec #DigitalTrust
youtu.be/J-tsemViDXk #Cybersecurity #ArtificialIntelligence #AIsecurity #DataPoisoning #MachineLearning #AIrisk #AISafety #ModelSecurity #FoundationModels #CyberRisk #Infosec #DigitalTrust
February 20, 2026 at 9:10 PM
Data Poisoning — The Silent Sabotage of AI
youtu.be/J-tsemViDXk #Cybersecurity #ArtificialIntelligence #AIsecurity #DataPoisoning #MachineLearning #AIrisk #AISafety #ModelSecurity #FoundationModels #CyberRisk #Infosec #DigitalTrust
youtu.be/J-tsemViDXk #Cybersecurity #ArtificialIntelligence #AIsecurity #DataPoisoning #MachineLearning #AIrisk #AISafety #ModelSecurity #FoundationModels #CyberRisk #Infosec #DigitalTrust
💼 The AI Red Team Strategist is the specialist that probes AI systems for hidden weaknesses, tests model behavior under pressure & helps organizations stay ahead of emerging adversarial techniques ⚡.
#AI #Cybersecurity #RedTeam #AIEthics #TechCareers #ModelSecurity
thecyberlens.com/p/the-role-a...
#AI #Cybersecurity #RedTeam #AIEthics #TechCareers #ModelSecurity
thecyberlens.com/p/the-role-a...
The Role and Responsibilities of an AI Red Team Strategist
Inside the elite role that is quietly shaping the future of AI safety
thecyberlens.com
December 11, 2025 at 7:31 AM
💼 The AI Red Team Strategist is the specialist that probes AI systems for hidden weaknesses, tests model behavior under pressure & helps organizations stay ahead of emerging adversarial techniques ⚡.
#AI #Cybersecurity #RedTeam #AIEthics #TechCareers #ModelSecurity
thecyberlens.com/p/the-role-a...
#AI #Cybersecurity #RedTeam #AIEthics #TechCareers #ModelSecurity
thecyberlens.com/p/the-role-a...
A vendor audit found unpinned models and trust_remote_code=True silently running unreviewed code, revealing the AI era's overlooked supply chain risk. #modelsecurity
Nobody Reviewed the Model. They Just Reviewed the Code Around It
hackernoon.com
July 1, 2026 at 9:00 AM
A vendor audit found unpinned models and trust_remote_code=True silently running unreviewed code, revealing the AI era's overlooked supply chain risk. #modelsecurity
Turns out some AI models are just remixing old papers and passing them off as new. A security researcher uncovers the sneaky re‑packaging trick—what does this mean for benchmarks and trust? Dive in to see the details. #AIPlagiarism #ModelSecurity #ResearchIntegrity
🔗 aidailypost.com/news/securit...
🔗 aidailypost.com/news/securit...
August 5, 2026 at 9:53 PM
Turns out some AI models are just remixing old papers and passing them off as new. A security researcher uncovers the sneaky re‑packaging trick—what does this mean for benchmarks and trust? Dive in to see the details. #AIPlagiarism #ModelSecurity #ResearchIntegrity
🔗 aidailypost.com/news/securit...
🔗 aidailypost.com/news/securit...
CISA flags China-based firms for extracting billions of tokens from models like GPT, Claude & Grok in large-scale mimicry attacks. #AI #Security #ModelSecurity #China #CISA https://thedailytechfeed.com/cisa-chinese-ai-firms-harvest-billions-of-tokens-from-us-frontier-models/
September 9, 2026 at 9:17 AM
CISA flags China-based firms for extracting billions of tokens from models like GPT, Claude & Grok in large-scale mimicry attacks. #AI #Security #ModelSecurity #China #CISA https://thedailytechfeed.com/cisa-chinese-ai-firms-harvest-billions-of-tokens-from-us-frontier-models/
AI gateways and agents are being hijacked with RCE, prompt injection, and leaked API keys. #AI #Cybersecurity #RCE #APIKeyTheft #PromptInjection #ModelSecurity https://thedailytechfeed.com/hackers-exploit-ai-gateways-rce-prompt-injection-api-key-theft-surge/
August 28, 2026 at 6:49 PM
AI gateways and agents are being hijacked with RCE, prompt injection, and leaked API keys. #AI #Cybersecurity #RCE #APIKeyTheft #PromptInjection #ModelSecurity https://thedailytechfeed.com/hackers-exploit-ai-gateways-rce-prompt-injection-api-key-theft-surge/
Opus 4.6 bypasses adult-content rules—revealing serious safety gaps. #AISafety #Anthropic #Opus4 #ModelSecurity #Regulation #SexTech https://thedailytechfeed.com/opus-4-6-is-bypassing-anthropics-adult-content-safeguards/
August 21, 2026 at 11:39 PM
Opus 4.6 bypasses adult-content rules—revealing serious safety gaps. #AISafety #Anthropic #Opus4 #ModelSecurity #Regulation #SexTech https://thedailytechfeed.com/opus-4-6-is-bypassing-anthropics-adult-content-safeguards/
A 12-story AI + technology briefing: prices, funding, safety, multilingual reasoning, edge energy, robots, world models, DeFi verification, SLAM and AI for science.
#AI #Technology #ArtificialIntelligence #Robotics #EdgeAI #ModelSecurity #MachineLearning #Ztechnologia
#AI #Technology #ArtificialIntelligence #Robotics #EdgeAI #ModelSecurity #MachineLearning #Ztechnologia
August 19, 2026 at 5:51 AM
A 12-story AI + technology briefing: prices, funding, safety, multilingual reasoning, edge energy, robots, world models, DeFi verification, SLAM and AI for science.
#AI #Technology #ArtificialIntelligence #Robotics #EdgeAI #ModelSecurity #MachineLearning #Ztechnologia
#AI #Technology #ArtificialIntelligence #Robotics #EdgeAI #ModelSecurity #MachineLearning #Ztechnologia
For years now the largest data centers leaned on an arrangement most people never saw itemized.
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
August 8, 2026 at 3:22 PM
For years now the largest data centers leaned on an arrangement most people never saw itemized.
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
DeepMind's Cyclone Forecaster Adds Track Warning Against ECMWF in Two Basins - and Google Hands It to the Forecasters
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
August 7, 2026 at 8:26 PM
DeepMind's Cyclone Forecaster Adds Track Warning Against ECMWF in Two Basins - and Google Hands It to the Forecasters
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
https://sharedsapience.com/century-report/the-century-report-august-7-2026/?ref=bs
#Modelsecurity #Aialignment
The Other Side of the Future
For years, the cheapest way to fund the data-center buildout was to keep its cost where no investor could see it.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
For years, the cheapest way to fund the data-center buildout was to keep its cost where no investor could see it.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
July 23, 2026 at 3:56 PM
The Other Side of the Future
For years, the cheapest way to fund the data-center buildout was to keep its cost where no investor could see it.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
For years, the cheapest way to fund the data-center buildout was to keep its cost where no investor could see it.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
The Hidden Debt Behind the Buildout Reaches $1.65 Trillion
The Century Report covered the roughly $350 billion in combined big-tech debt on July 13.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
The Century Report covered the roughly $350 billion in combined big-tech debt on July 13.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
July 22, 2026 at 10:46 PM
The Hidden Debt Behind the Buildout Reaches $1.65 Trillion
The Century Report covered the roughly $350 billion in combined big-tech debt on July 13.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
The Century Report covered the roughly $350 billion in combined big-tech debt on July 13.
https://sharedsapience.com/century-report/the-century-report-july-22-2026/
#Modelsecurity #Agenticai
The Anthropic-Alibaba case will test whether "exporting" AI capability means shipping silicon or simply answering API calls. That answer will reshape how every AI company thinks about international access to their models. #AIPolicy #ModelSecurity #ExportControls
June 25, 2026 at 8:08 AM
The Anthropic-Alibaba case will test whether "exporting" AI capability means shipping silicon or simply answering API calls. That answer will reshape how every AI company thinks about international access to their models. #AIPolicy #ModelSecurity #ExportControls
OpenAI, Anthropic, and Google are sharing intelligence through Frontier Model Forum to combat Chinese AI model theft. Anthropic found 16 million unauthorized exchanges from three Chinese companies using 24,000 fraudulent accounts. #AI #ModelSecurity #Coordination
April 13, 2026 at 11:02 AM
OpenAI, Anthropic, and Google are sharing intelligence through Frontier Model Forum to combat Chinese AI model theft. Anthropic found 16 million unauthorized exchanges from three Chinese companies using 24,000 fraudulent accounts. #AI #ModelSecurity #Coordination
Anthropic’s Claude Security enters public beta for repo vulnerability scanning with detailed repro steps. Cisco releases Model Provenance Kit for AI model tampering detection. AI-assisted phishing like Bluekit rises. #AIprivacy #ModelSecurity #USA
Cybersecurity News | Daily Recap [01 May 2026]
Daily Recap, AI Security updates highlight Claude Security's public beta for repository vulnerability scanning and Dataiku's Kiji Privacy Proxy to locally mask PII before prompts reach external AI APIs. The report also notes governance gaps with Shadow AI, Cisco's Model Provenance Kit for fingerprinting AI models and detecting tampering, and the emergence of AI-assisted phishing like Bluekit, along with other ransomware, supply-chain, and vulnerability news across Windows, SAP, and related ecosystems. #ClaudeSecurity #BluekitPhishing
www.hendryadrian.com
May 2, 2026 at 2:45 PM
Anthropic’s Claude Security enters public beta for repo vulnerability scanning with detailed repro steps. Cisco releases Model Provenance Kit for AI model tampering detection. AI-assisted phishing like Bluekit rises. #AIprivacy #ModelSecurity #USA
Downloading Gemma 4 from Hugging Face involves risks like remote code execution via pickle-based formats and sleeper-agent backdoors in weights. Use safetensors, verify SHA-256 hashes, and check uploader identities. #ModelSecurity #DataPrivacy #USA
You Downloaded Gemma 4 from Hugging Face. Is It Safe to Run?
Local open-weight models like Gemma 4, Llama 4, and Qwen 3 preserve data privacy but introduce significant supply-chain risks when weights and serialization artifacts are downloaded from public hubs. Pickle-based formats enable remote code execution, model weights can contain sleeper-agent backdoors, and operators must require safetensors, hash verification, uploader vetting, and isolated testing to mitigate those threats. #Gemma4 #HuggingFace #Safetensors #Picklescan #Anthropic #CrowdStrike
www.hendryadrian.com
April 16, 2026 at 6:30 AM
Downloading Gemma 4 from Hugging Face involves risks like remote code execution via pickle-based formats and sleeper-agent backdoors in weights. Use safetensors, verify SHA-256 hashes, and check uploader identities. #ModelSecurity #DataPrivacy #USA
Local AI models protect privacy but risk supply-chain attacks via pickled files and fine-tuned sleeper agents triggered by prompts. Use SafeTensors, verify hashes, and prefer trusted sources. #SafeTensors #ModelSecurity #OpenAI
Is Your Local AI Model Backdoored by Your Politics? Sleeper Agents Exposed
Local models preserve data privacy but introduce supply-chain security risks because downloaded model files (often pickled) can execute arbitrary code and fine-tuned weights can hide sleeper agents that trigger on specific prompts. Mitigations are simple and effective: download from verified providers on Hugging Face, prefer SafeTensors format, and verify model hashes to eliminate the vast majority of threats. #Pickle #SafeTensors #HuggingFace #DeepSeekR1 #PyTorch
www.hendryadrian.com
April 13, 2026 at 11:15 AM
Local AI models protect privacy but risk supply-chain attacks via pickled files and fine-tuned sleeper agents triggered by prompts. Use SafeTensors, verify hashes, and prefer trusted sources. #SafeTensors #ModelSecurity #OpenAI
Guide maps RAG and LLM risks (prompt injection, data/model poisoning), details baseline controls across data, model, and infrastructure layers, and offers high-risk model considerations. #AI #ModelSecurity #RAG https://bit.ly/3ZxghAO
February 13, 2026 at 8:03 PM
Guide maps RAG and LLM risks (prompt injection, data/model poisoning), details baseline controls across data, model, and infrastructure layers, and offers high-risk model considerations. #AI #ModelSecurity #RAG https://bit.ly/3ZxghAO
Semantic = Executable. In LLMs, reading is execution: text directly perturbs latent state. Any filter must first interpret and thus run the input. You can’t detect a poisoned chalice without taking a sip.
papers.ssrn.com/sol3/cf_dev/...
#AIAlignment #AISafety #ModelSecurity #ModelArchitecture #SPC
papers.ssrn.com/sol3/cf_dev/...
#AIAlignment #AISafety #ModelSecurity #ModelArchitecture #SPC
Author Page for Jace Kim :: SSRN
Total downloads of all papers by Jace Kim
papers.ssrn.com
January 13, 2026 at 2:08 AM
Semantic = Executable. In LLMs, reading is execution: text directly perturbs latent state. Any filter must first interpret and thus run the input. You can’t detect a poisoned chalice without taking a sip.
papers.ssrn.com/sol3/cf_dev/...
#AIAlignment #AISafety #ModelSecurity #ModelArchitecture #SPC
papers.ssrn.com/sol3/cf_dev/...
#AIAlignment #AISafety #ModelSecurity #ModelArchitecture #SPC
White House Freezes GPT-5.6 as Alibaba Faces Record AI Model-Theft Allegations
https://blindthoughts.com/white-house-gpt-5-6-delay-alibaba-claude-cloning-allegations
#aigovernance #modelsecurity #ramshortage #simswapping #aiagents
https://blindthoughts.com/white-house-gpt-5-6-delay-alibaba-claude-cloning-allegations
#aigovernance #modelsecurity #ramshortage #simswapping #aiagents
June 26, 2026 at 11:21 AM
White House Freezes GPT-5.6 as Alibaba Faces Record AI Model-Theft Allegations
https://blindthoughts.com/white-house-gpt-5-6-delay-alibaba-claude-cloning-allegations
#aigovernance #modelsecurity #ramshortage #simswapping #aiagents
https://blindthoughts.com/white-house-gpt-5-6-delay-alibaba-claude-cloning-allegations
#aigovernance #modelsecurity #ramshortage #simswapping #aiagents
🛡️ Protect Your AI Models: 1) Add differential privacy to outputs 2) Embed cryptographic watermarks in weights 3) Monitor query patterns for attacks. Your AI needs bank-level security. Ready to safeguard your competitive advantage? #AIProtection #ModelSecurity
June 16, 2025 at 11:01 AM
🛡️ Protect Your AI Models: 1) Add differential privacy to outputs 2) Embed cryptographic watermarks in weights 3) Monitor query patterns for attacks. Your AI needs bank-level security. Ready to safeguard your competitive advantage? #AIProtection #ModelSecurity
Germany’s BSI issues new guidelines to counter evasion attacks on LLMs — securing AI means anticipating how models can be tricked, not just how they learn. 🇩🇪🤖 #AIGovernance #ModelSecurity
BSI issues guidelines to counter evasion attacks targeting LLMs
Germany’s BSI warns of rising evasion attacks on LLMs, issuing guidance to help developers and IT managers secure AI systems.
buff.ly
November 18, 2025 at 7:39 AM
Germany’s BSI issues new guidelines to counter evasion attacks on LLMs — securing AI means anticipating how models can be tricked, not just how they learn. 🇩🇪🤖 #AIGovernance #ModelSecurity