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BCH $426.85 -2.15%
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HYPE $44.40 +0.06%
AAVE $93.01 -5.45%
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XLM $0.1550 -4.74%
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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.

Binance Security Report: Deployed hundreds of AI models for defense system, cumulatively intercepted $10.53 billion in risky funds

Binance released its latest security report, addressing the current industry situation of rapidly spreading AI scams. The platform has deployed over 24 AI security programs and equipped more than 100 AI models to build an intelligent defense system against various types of cryptocurrency fraud.Statistics show that from early 2025 to the first quarter of 2026, Binance has protected over 5.4 million users and intercepted potential fund losses of $10.53 billion. In Q1 2026, the platform successfully intercepted 22.9 million scam and phishing attacks, protecting user funds amounting to $1.98 billion, with an average of over 9,600 real-time risk alerts pushed daily, and a total of 36,000 malicious on-chain addresses blacklisted.The report pointed out that deepfakes, voice cloning, and phishing bots have become mainstream scam tactics, with the overall scale of cryptocurrency fraud reaching $17 billion in 2025, a year-on-year increase of 30%. In terms of risk control, Binance's AI system handles 57% of fraud detection work, reducing the credit card fraud rate to 60%-70% of the industry average; it has upgraded AI anti-counterfeiting KYC reviews, with review efficiency improved by up to 100 times.The AI trading tool Binance Ai Pro uses an isolated account structure, only allowing trading permissions and prohibiting withdrawals, with the platform intercepting 12% of high-risk third-party AI plugins. Additionally, in 2025, Binance assisted in recovering $12.8 million in scammed funds, handled 48,000 cases, and collaborated with law enforcement to freeze $131 million in illegal assets.

South Korean investors' holdings in cryptocurrency assets have shrunk by over 50% in a year, with funds accelerating flow into the stock market

Data submitted by the Bank of Korea to the National Assembly shows that the scale of cryptocurrency assets held by South Korean investors has decreased from 121.8 trillion won (approximately 8.33 billion USD) at the end of 2025 to 60.6 trillion won (approximately 4.14 billion USD) at the end of 2026, shrinking by more than 50% in one year. During the same period, the average daily trading volume of South Korea's five major exchanges—Upbit, Bithumb, Korbit, Coinone, and Gopax—also fell from 11.6 billion USD in December 2024 to 3 billion USD in February this year.The scale of deposits in exchanges in won has decreased from 10.7 trillion won to 7.8 trillion won, reflecting that some funds are flowing into the South Korean stock market. However, the holdings of stablecoins remain relatively strong. Data shows that South Korea's stablecoin holdings peaked at 597 million USD in December 2024 and fell to 41 million USD in February this year, with a decline significantly smaller than that of the overall cryptocurrency market. In addition, South Korean regulators plan to implement stricter anti-money laundering rules in August, automatically marking transactions involving overseas exchanges or private wallets exceeding 10 million won as suspicious transactions. The Digital Asset Exchange Association (DAXA) of South Korea has warned that this measure may lead users to turn to overseas platforms like Binance. The South Korean Ministry of Finance also recently confirmed for the first time that a 22% tax rate on cryptocurrency gains will officially take effect on January 1, 2027.

Bridgewater founder: $39 trillion in debt could trigger a crisis, Wall Street bets funds will shift from gold to Bitcoin

According to Forbes, Bitcoin bulls have added a macro narrative. Ray Dalio, founder of Bridgewater Associates, warned that the $39 trillion debt crisis in the U.S. could lead to a long-term devaluation or even collapse of the dollar, while JPMorgan analysts believe that the market is witnessing a rotation from gold to Bitcoin in the currency devaluation trade.Dalio stated that the current annual spending in the U.S. is about $7 trillion, with revenues of only about $5 trillion, and the long-term fiscal deficit and debt expansion are nearing historically dangerous levels. He believes that during similar periods, fiat currencies tend to depreciate continuously, while gold benefits.Meanwhile, JPMorgan analyst Nikolaos Panigirtzoglou pointed out that as the conflict in Iran escalates, the inflow of funds into Bitcoin ETFs has continued to exceed that of gold ETFs, with some funds viewing Bitcoin as digital gold and a hedge against dollar devaluation.The report mentioned that since the outbreak of the U.S.-Iran conflict, the price of Bitcoin has risen by about 30%, although it is still below the historical high of $126,000 in 2025. Notable investors, including Stanley Druckenmiller and Elon Musk, have also expressed concerns about the long-term status of the dollar as a reserve currency.
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