XRP Berita Hari Ini: Ripple Mengadopsi Buku Besar Perlindungan AI, Peningkatan Keamanan Setelah Kerentanan Terungkap

Ripple engineer recently discovered a potential security vulnerability in the XRP Ledger’s batch transaction processing mechanism, raising concerns about network disruption risks. The team quickly intervened to prevent the vulnerability from expanding. To prevent similar incidents from happening again, RippleX engineering leader J. Ayo Akinyele confirmed that the development team is fully integrating AI tools into the ledger development process.

XRP Ledger Vulnerability Incident: Security Risks in Batch Transaction Mechanism

The security incident originated when Ripple engineers identified a potential flaw in the XRP Ledger’s batch transaction processing mechanism. Under certain boundary conditions, triggering this flaw could cause abnormal network interruptions. The engineering team intervened promptly to prevent the vulnerability from causing significant impact on the mainnet environment.

The incident reveals a technical challenge: even mature blockchain systems that have been stable for a long time can expose unexpected security gaps under extreme conditions. Traditional manual code review has inherent limitations in covering large-scale boundary cases, which has directly led Ripple to adopt AI-assisted security defenses.

Ripple’s AI Security Enhancement Plan: Three Core Tools

RippleX engineering leader J. Ayo Akinyele publicly confirmed that AI tools will become part of the standard XRP Ledger development process, covering the entire defense chain from code review to pre-deployment stress testing.

Core Functions of the AI Defense System

AI-assisted Code Review: Automatically flags high-risk logic segments during submission, reducing human oversight errors

Automated Invariance Testing: Systematically verifies ledger consistency across various transaction combinations to prevent core rules from being broken by edge cases

Agent-based Fuzzing: Currently planned as a core tool, it automatically simulates thousands of potential attack scenarios in testing environments, covering boundary cases difficult for traditional manual testing

Akinyele emphasized that as the XRP ecosystem continues to expand, ledger security has become as critical as functional development. A robust security infrastructure is regarded as a key pillar of XRP’s long-term credibility.

Technical Outlook for XRP: $1.50 as a Short-term Support and Resistance Level

(Source: Trading View)

From a technical perspective, XRP is approaching the critical resistance zone at $1.50. This level has repeatedly blocked upward attempts in recent weeks and overlaps with the descending trend line dominating the overall downtrend, forming the most important technical decision point currently.

If XRP can effectively break through and stabilize above $1.50, a short-term structural shift will be preliminarily confirmed. The technical targets above are sequentially $1.61, $1.90, and if bullish momentum continues, further attention to $2.20. Conversely, if resistance at $1.50 holds again, support levels are at $1.30 and $1.12, and the overall correction trend may continue.

Frequently Asked Questions

What is the main purpose of Ripple adopting AI tools?

According to RippleX engineering leader J. Ayo Akinyele, the core goal of AI tools is to identify and eliminate security vulnerabilities before deploying to the mainnet, especially targeting boundary cases that traditional code review struggles to cover, reducing the likelihood of similar batch transaction vulnerabilities recurring.

How does agent-based fuzzing improve XRP ledger security?

Agent-based fuzzing is an automated security testing technique that uses AI agents to simulate large volumes of random or boundary input conditions in testing environments. It actively probes for abnormal behaviors under extreme scenarios, identifying potential attack vectors. Ripple plans to use this as a core defense tool to conduct systematic security stress testing before official deployment.

What are the key technical support and resistance levels for XRP currently?

XRP faces a key resistance at $1.50. Breaking through this level targets sequentially $1.61, $1.90, and $2.20. If it fails to break through, support levels are at $1.30 and $1.12. The short-term trend depends on the outcome of the battle at $1.50.