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BTC $80,593.55 +1.09%
ETH $2,254.42 -0.51%
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XRP $1.47 +2.24%
SOL $91.15 +0.10%
TRX $0.3514 +0.08%
DOGE $0.1142 +0.71%
ADA $0.2671 +0.94%
BCH $431.21 -0.47%
LINK $10.32 +0.81%
HYPE $45.88 +17.68%
AAVE $96.39 -0.13%
SUI $1.13 -3.69%
XLM $0.1591 -0.08%
ZEC $537.66 +2.67%

pol

AI Agent Security Risk Exposure: Attackers Can Exploit "Memory Pollution" to Induce Misoperation of Funds

The GoPlus Security team has disclosed a new type of attack in its AgentGuard AI project: inducing AI agents to perform unauthorized sensitive operations through "memory poisoning." This attack method does not rely on traditional vulnerabilities or malicious code but exploits the long-term memory mechanism of AI agents. For example, an attacker first induces the agent to "remember preferences," such as "usually prioritizing proactive refunds instead of waiting for chargebacks," and then uses vague expressions like "process as usual" or "execute as before" in subsequent instructions, thereby triggering automated financial operations.GoPlus points out that the key risk in such cases lies in the AI agent mistakenly treating "historical preferences" as a basis for authorization, leading to financial losses or security incidents in operations such as refunds, transfers, and configuration changes. To address this issue, the team has proposed several protective recommendations, including:Operations involving refunds, transfers, deletions, or sensitive configurations must require explicit confirmation in the current session.Memory-related instructions like "habit," "usual way," and "as before" should be regarded as high-risk state changes.Long-term memory must have a traceability mechanism (writer, time, confirmation status).Vague instructions should automatically elevate the risk level and trigger secondary verification.Long-term memory must not replace real-time authorization processes.The team emphasizes that the "AI agent memory system" should be viewed as a potential attack surface and should be constrained and audited through a dedicated security framework.

The Polish Parliament is reviewing four cryptocurrency bills simultaneously

The Speaker of the Polish Sejm, Włodzimierz Czarzasty, announced that the parliament has officially begun reviewing four competing regulatory bills for crypto assets, following President Karol Nawrocki's veto of related legislation twice. This review involves multiple legislative proposals from the government, the presidential office, the Poland 2050 party, and the Confederation party, with a second reading vote expected to take place on Thursday. The core disagreement centers on the scope of the Polish Financial Supervision Authority (KNF) regarding account freezing powers and the maximum penalties for violations. The presidential draft sets the maximum fine at approximately 20 million zlotys (about 5.5 million USD), while the Ministry of Finance's version raises it to 25 million zlotys (about 6.9 million USD).Meanwhile, the opposition Law and Justice party (PiS), after withdrawing support for earlier regulatory proposals, submitted a separate bill on Monday advocating for a complete ban on crypto asset-related activities in Poland, further complicating the regulatory discussion. Speaker Czarzasty stated that the PiS ban draft will enter the review process only after the four main regulatory bills are completed and questioned the connection between crypto industry funding and political activities, specifically inquiring about potential political financing issues, including those involving zondacrypto.

Analysis: Bitcoin surged and then fell below $80,000, with ETF capital outflows and geopolitical risks combining to suppress market sentiment

Bitcoin fell below the $80,000 mark this week, following a five-day streak of net inflows into spot ETFs, as the market's rebound momentum from February's lows showed signs of cooling. The U.S. April non-farm payroll data added 115,000 jobs, exceeding the expected 62,000, while the unemployment rate remained at 4.3%. Although the overall data was relatively strong, it did not significantly alleviate market concerns about macroeconomic uncertainty; instead, it reinforced expectations that "energy-driven inflation limits the space for interest rate cuts."In terms of capital flow, the spot Bitcoin ETF saw a net outflow of $277 million on Thursday, ending a previous cumulative inflow of $1.69 billion; the Ethereum ETF also recorded a net outflow of $104 million on the same day, indicating a short-term cooling of institutional risk appetite. On the geopolitical front, tensions between Iran and the U.S. have escalated again, prompting the market to reprice the risks in the Strait of Hormuz, leading to a rebound in oil prices, which partially offset the support that previous risk assets received from the decline in oil prices.The derivatives market shows a more long-term hawkish outlook, with interest rate futures pricing in over a 50% probability of rate hikes beyond 2027, suggesting that the easing cycle may be delayed until 2028. On-chain data indicates that the current rise in Bitcoin is primarily driven by institutional spot buying and short covering, with retail participation remaining relatively low, and funding rates maintaining a moderate level, resulting in a weak market momentum structure. Analysts believe that if retail funds do not return, BTC may still face the risk of testing the support range of $75,000 to $78,000.
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