The post Lighter CEO Unveils Anti-Cheat Algorithm for Fair Airdrop appeared on BitcoinEthereumNews.com. Key Points: Lighter’s CEO confirms a new anti-cheat algorithmThe post Lighter CEO Unveils Anti-Cheat Algorithm for Fair Airdrop appeared on BitcoinEthereumNews.com. Key Points: Lighter’s CEO confirms a new anti-cheat algorithm

Lighter CEO Unveils Anti-Cheat Algorithm for Fair Airdrop

Key Points:
  • Lighter’s CEO confirms a new anti-cheat algorithm for airdrop fairness.
  • Algorithm reallocates points from sybil accounts.
  • Community appeals through Discord if flagged unfairly.

Vladimir Novakovski, Founder and CEO of Lighter, announced an anti-cheat system using data science to manage airdrops during a Community Space on December 28th.

The initiative aims to ensure fair token distribution and underscores Lighter’s commitment to maintaining a token-centric value model, affecting investor confidence positively.

Lighter’s Anti-Cheat Algorithm Targets Sybil Accounts

Vladimir Novakovski revealed that Lighter’s anti-cheat system employs data science and clustering methods to filter sybil accounts. Novakovski noted, “The anti‑cheat algorithm uses data science and clustering methods to identify, target, and reallocate points from witch accounts to eligible traders.” Read more.

Appeals are manageable via Discord, offering users a channel to contest misclassifications. The algorithm’s specifics remain undisclosed to prevent optimization against its protocol.

Market response includes feedback from community members engaging constructively through Discord. Despite a lower-than-expected appeal rate, community voices express cautious optimism regarding fairness improvements.

Ethereum’s Market Metrics Amid Anti-Sybil Strategies

Did you know? This anti-sybil approach aligns with practices seen in previous DeFi projects, which have implemented similar systems to counteract sybil attacks, thereby enhancing trust in airdrop processes.

Ethereum, a significant cryptocurrency, reports key financial metrics today. Valued at $2,934.95 with a market cap of $354,233,355,149.93, it shows a 24-hour slight rise of 0.14%. As of December 28, 2025, its 90-day decline stands at 28.60%, according to CoinMarketCap. Check out the global cryptocurrency regulations and future outlook for broader market insights.

Ethereum(ETH), daily chart, screenshot on CoinMarketCap at 07:47 UTC on December 28, 2025. Source: CoinMarketCap

Experts at Coincu predict advancements in regulatory frameworks reinforcing similar sybil-targeting algorithms. Historical trends suggest increased adoption of data-driven technologies, promoting transparency and trust within cryptocurrency exchanges.

Source: https://coincu.com/blockchain/lighter-ceo-anti-cheat-algorithm/

Market Opportunity
Spacecoin Logo
Spacecoin Price(SPACE)
$0.01056
$0.01056$0.01056
-3.64%
USD
Spacecoin (SPACE) Live Price Chart
Disclaimer: The articles reposted on this site are sourced from public platforms and are provided for informational purposes only. They do not necessarily reflect the views of MEXC. All rights remain with the original authors. If you believe any content infringes on third-party rights, please contact service@support.mexc.com for removal. MEXC makes no guarantees regarding the accuracy, completeness, or timeliness of the content and is not responsible for any actions taken based on the information provided. The content does not constitute financial, legal, or other professional advice, nor should it be considered a recommendation or endorsement by MEXC.

You May Also Like

Fed forecasts only one rate cut in 2026, a more conservative outlook than expected

Fed forecasts only one rate cut in 2026, a more conservative outlook than expected

The post Fed forecasts only one rate cut in 2026, a more conservative outlook than expected appeared on BitcoinEthereumNews.com. Federal Reserve Chairman Jerome Powell talks to reporters following the regular Federal Open Market Committee meetings at the Fed on July 30, 2025 in Washington, DC. Chip Somodevilla | Getty Images The Federal Reserve is projecting only one rate cut in 2026, fewer than expected, according to its median projection. The central bank’s so-called dot plot, which shows 19 individual members’ expectations anonymously, indicated a median estimate of 3.4% for the federal funds rate at the end of 2026. That compares to a median estimate of 3.6% for the end of this year following two expected cuts on top of Wednesday’s reduction. A single quarter-point reduction next year is significantly more conservative than current market pricing. Traders are currently pricing in at two to three more rate cuts next year, according to the CME Group’s FedWatch tool, updated shortly after the decision. The gauge uses prices on 30-day fed funds futures contracts to determine market-implied odds for rate moves. Here are the Fed’s latest targets from 19 FOMC members, both voters and nonvoters: Zoom In IconArrows pointing outwards The forecasts, however, showed a large difference of opinion with two voting members seeing as many as four cuts. Three officials penciled in three rate reductions next year. “Next year’s dot plot is a mosaic of different perspectives and is an accurate reflection of a confusing economic outlook, muddied by labor supply shifts, data measurement concerns, and government policy upheaval and uncertainty,” said Seema Shah, chief global strategist at Principal Asset Management. The central bank has two policy meetings left for the year, one in October and one in December. Economic projections from the Fed saw slightly faster economic growth in 2026 than was projected in June, while the outlook for inflation was updated modestly higher for next year. There’s a lot of uncertainty…
Share
BitcoinEthereumNews2025/09/18 02:59
ETF Expert Says Spot XRP ETF Launching This Week Will Test Investors, Here’s How

ETF Expert Says Spot XRP ETF Launching This Week Will Test Investors, Here’s How

The first exchange-traded fund (ETF) providing direct exposure to XRP prepares to launch this week. Following the considerable attention already garnered by futures-based XRP ETFs, ETF expert Nate Geraci says this debut is a moment that will test the strength of investor interest. Many in the market now wait to see if the new fund […]
Share
Bitcoinist2025/09/18 05:00
Swiss Bankers Association Confirms Legally Binding Blockchain Transfer Between Major Banks

Swiss Bankers Association Confirms Legally Binding Blockchain Transfer Between Major Banks

The post Swiss Bankers Association Confirms Legally Binding Blockchain Transfer Between Major Banks appeared on BitcoinEthereumNews.com. Switzerland just took a massive leap toward a blockchain-powered financial future, completing its first legally binding bank payment using tokenized deposits. Swiss Banks Complete Historic Blockchain Payment Trial The Swiss Bankers Association (SBA) announced on Sept. 16 that Postfinance, Sygnum Bank, and UBS successfully completed a proof of concept (PoC) for a deposit token, validating […] Source: https://news.bitcoin.com/swiss-bankers-association-confirms-legally-binding-blockchain-transfer-between-major-banks/
Share
BitcoinEthereumNews2025/09/18 09:54