Mrnix (heil)

Testing LLM Safety with Garak: Prompt Injection Probe Results. experimented with Garak, NVIDIA’s open-source LLM vulnerability scanner, to see how resistant small models are to prompt injection attacks. I used the probe: 👉 promptinject.HijackHateHumans which tries to override the model’s instruction and force it to output a specific harmful string. Model tested: OpenAI gpt-4o-mini 34.4% attack success rate (critical risk) The model sometimes resisted, but in many cases it printed the injected string directly even when the attack was hidden inside questions, summaries, or task instructions. Tools: Garak v0.13.2 Probe: promptinject.HijackHateHumans Detector: AttackRogueString Model: gpt-4o-mini

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Base keeps humming: ≈$4.3B TVL, 1.17M active addrs and 9.1M tx in 24h. CoinsPaid just added ETH/USDC payments on Base, and The Sandbox brought SAND over. Fusaka should cut rollup data costs, while $BASE‑airdrop speculation into Coinbase’s Dec 17 event keeps community engagement high.​

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Institutional Finance Breakthrough: JPMorgan 's operational launch of JPMD represents the first major U.S. bank to tokenize deposits on a public blockchain at production scale. Unlike speculative stablecoins, JPMD is a direct claim on bank deposits, backed by Kinexys (JPMorgan 's blockchain unit) and already accepted as collateral on Coinbase . Plans include euro and additional-chain expansion, signaling institutional crypto infrastructure is transitioning from pilot to operationalization.​ On-Chain Metrics Confirm Real Traction: Base's November 28 transaction count (11.4M) and TPS record (132.50) reflect organic adoption beyond airdrop speculation, driven by stablecoin volume (Base processes >30% of U.S. USDC transactions), gaming, and Farcaster/Clanker mini-app activity. TVL stabilized near $12.54B after early-year volatility, solidifying Base as the second-largest Ethereum Layer-2 behind Arbitrum ($16.63B TVL in DeFi).​ DeFi Consolidation: Aerodrome's merger into Aero signals maturation and interoperability expansion. The introduction of Slipstream V3 and MEV-internalization within the DEX layer (bypassing centralized sequencers) directly addresses DeFi efficiency concerns and appeals to institutional traders. cbBTC integration across Aave V3 provides Bitcoin holders a Coinbase-backed alternative to WBTC.​ Developer & Community Momentum: Base Batches' Demo Day and ongoing Incubase cohorts (targeting 40 teams for acceleration funding) reflect structured ecosystem investment beyond token incentives. Clanker (AI token deployment on Farcaster/Base) has generated $80M+ market-cap tokens, demonstrating viral product-market fit in crypto-native social commerce.​ Security Note: Aerodrome suffered a DNS hijacking attack (~November 22), affecting frontend access but not smart contracts. Users were directed to decentralized ENS mirrors, highlighting the dual role of on-chain security and Web2 infrastructure resilience.​

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I just opened a Warplet Blind Box! Collect unique Farcaster profile NFTs at Warplet Blind Box Miniapp on Base 🟦 Hey @freedverse @priyanshu91523 @bardia @wavewave @boominy, try opening a Warplet Blind Box too!

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