久久久无码人妻精品无码_6080YYY午夜理论片中无码_性无码专区_无码人妻品一区二区三区精99

Global EditionASIA 中文雙語Fran?ais
World
Home / World / Across Asia

Volunteers tap AI to fight illegal wildlife trade

Updated: 2024-08-01 10:14
Share
Share - WeChat

Exposing illicit wildlife trade that thrives on e-commerce platforms is like a game of whack-a-mole, even with the use of artificial intelligence tools.

Illicit online listings of the likes of ivory, pangolin scales or even live animals are often disguised using emoji, other languages and code words such as "rare collectibles" that make them difficult to detect, said Jayasri Srikantan, who spearheads a volunteer effort under wildlife conservation group World Wildlife Fund to flag illegal trade to the authorities.

But an AI model is being developed to assist WWF's volunteers — called cyber spotters — to evaluate flagged listings on e-commerce platforms with greater accuracy.

The system, trained on thousands of wildlife product samples and their estimated black market prices, helps to prevent false positives, ensuring the group's credibility with law enforcement partners.

The program's accuracy rate is about 90 percent for now, said Jayasri, adding that new code words and trends are regularly added to the system to keep it up to date with current trends.

Deployed in 2023, the WWF's Cyber Spotter AI model is part of an initiative to fund and kick-start AI projects in Singapore to spur AI adoption, led by national AI program AI Singapore.

The AI system, which has been in the works since 2022, is designed to help improve the accuracy of reports compiled quarterly by the WWF and by its pool of more than 400 volunteers in Singapore, who trawl local e-commerce platforms for hours each month for signs of illegal wildlife trade, said Jayasri, WWF Singapore's head of education and outreach.

Images and text from postings flagged by the cyber spotters are uploaded to an AI model, which analyzes text and photos for clues of illegally traded wildlife and their products.

The team needs to avoid flagging replicas by mistake and must look out for clues in each listing's images, text and prices to ascertain if it truly involves an exploited animal. Listings that have a high mix of these elements could be flagged by the software as genuinely illegal.

"It's trickier than it sounds," Jayasri said. Spotting ivory, for instance, is not as easy as it seems, as Schreger lines — unique patterns found within an elephant's bones that guarantee its authenticity — are tough to discern through often blurry images online.

Some sellers brazenly list protected wildlife products online, but others employ tactics to conceal their illicit offerings, Jayasri said. These tactics include using emoji or code words that hint at the creature being sold, or employing emoji representing the animal, which all "make it challenging for our team to identify genuine listings accurately".

Ivory replicas can be sold at low prices while real elephant ivory is more likely to be listed in the hundreds of dollars, Jayasri said.

"But sellers can play all sorts of tricks to slip under the radar, like lowering the prices or using other code words so that they aren't suspected. The AI needs to consider all of this."

The system does not replace the work of volunteers, who conduct final checks on the reports before they are submitted.

Jayasri said the team here flags tens of thousands of listings each year in an effort to prevent the illegal trade — the second leading cause of wildlife loss after deforestation worldwide, and among the world's most profitable crime sectors.

The end goal, Jayasri said, is to fully automate the system so that an AI model is able to trawl websites for illegal listings and compile a report on its own, but the technology has some way to go before achieving this level of autonomy.

The international agency aims to introduce the system to its other branches soon, she said.

The Straits Times

Most Viewed in 24 Hours
Top
BACK TO THE TOP
English
Copyright 1995 - . All rights reserved. The content (including but not limited to text, photo, multimedia information, etc) published in this site belongs to China Daily Information Co (CDIC). Without written authorization from CDIC, such content shall not be republished or used in any form. Note: Browsers with 1024*768 or higher resolution are suggested for this site.
License for publishing multimedia online 0108263

Registration Number: 130349
FOLLOW US
久久久无码人妻精品无码_6080YYY午夜理论片中无码_性无码专区_无码人妻品一区二区三区精99

    偷拍亚洲欧洲综合| 精品一区二区三区免费| 在线免费观看日韩欧美| 亚洲国产中文字幕在线视频综合| 欧美日韩高清一区二区不卡| 日本中文字幕不卡| 久久久www成人免费毛片麻豆| 国产盗摄女厕一区二区三区| 国产精品国产三级国产aⅴ中文| 色综合久久综合| 亚洲成av人片一区二区三区| 欧美成人高清电影在线| 成人激情免费视频| 亚洲成人午夜影院| 精品国产乱码久久久久久浪潮 | 日韩一区二区三区四区五区六区| 精东粉嫩av免费一区二区三区| 国产欧美视频在线观看| 在线免费精品视频| 国产综合久久久久久鬼色 | 亚洲电影第三页| ww亚洲ww在线观看国产| 色综合激情久久| 久久成人免费网| 国产精品福利一区二区三区| 欧美丰满一区二区免费视频| 国产成人免费av在线| 亚洲国产日韩综合久久精品| 久久精品亚洲精品国产欧美kt∨| 欧美在线制服丝袜| 精品亚洲免费视频| 亚洲精品日韩一| 精品少妇一区二区三区免费观看 | 欧美日韩免费不卡视频一区二区三区| 激情久久五月天| 一区二区三区在线观看国产| 久久这里只有精品首页| 91久久精品一区二区二区| 国产原创一区二区三区| 亚洲一卡二卡三卡四卡| 久久久美女艺术照精彩视频福利播放| 欧美专区日韩专区| 国产精品亚洲成人| 午夜精品爽啪视频| 国产精品素人视频| 91精品欧美综合在线观看最新| 成人久久久精品乱码一区二区三区| 丝袜国产日韩另类美女| 国产精品乱码久久久久久| 欧美一级片在线| 一本色道久久综合精品竹菊| 国产在线不卡一卡二卡三卡四卡| 亚洲香蕉伊在人在线观| 国产精品欧美一区喷水| 日韩欧美成人一区二区| 欧美色区777第一页| jvid福利写真一区二区三区| 精品一区免费av| 亚洲www啪成人一区二区麻豆| 中文字幕不卡在线观看| 欧美第一区第二区| 欧美日韩卡一卡二| 一本久久综合亚洲鲁鲁五月天 | 日韩理论片一区二区| 26uuu亚洲综合色| 欧美一激情一区二区三区| 欧美综合亚洲图片综合区| 成人国产亚洲欧美成人综合网| 久久99精品国产91久久来源| 亚洲一区二区三区三| 1024成人网| 国产精品午夜在线| 久久久无码精品亚洲日韩按摩| 欧美一区二区高清| 欧美老肥妇做.爰bbww| 91丨porny丨首页| 成人av在线一区二区三区| 韩国三级中文字幕hd久久精品| 日韩av不卡在线观看| 亚洲综合一区二区三区| 亚洲三级小视频| 日韩伦理免费电影| 中文字幕在线一区二区三区| 国产蜜臀97一区二区三区| 亚洲精品一区二区精华| 精品国产乱码久久| 欧美videos中文字幕| 日韩欧美第一区| 日韩欧美区一区二| 日韩三级.com| 日韩欧美另类在线| 日韩视频123| 日韩精品一区二区三区视频| 日韩一卡二卡三卡国产欧美| 日韩色视频在线观看| 欧美va在线播放| 亚洲精品在线免费播放| www精品美女久久久tv| 337p日本欧洲亚洲大胆色噜噜| 久久一区二区视频| 国产日韩在线不卡| 欧美国产日韩在线观看| 中文字幕成人av| 自拍偷拍亚洲综合| 亚洲女人的天堂| 亚洲一区二区三区自拍| 午夜精品久久久久久久久| 日日夜夜精品视频天天综合网| 日韩av电影免费观看高清完整版| 青娱乐精品视频| 久久99国产精品尤物| 国产九色精品成人porny| 岛国av在线一区| 99久久伊人网影院| 在线观看不卡视频| 欧美精品1区2区| 欧美成人一区二区三区片免费 | 欧美精品xxxxbbbb| 日韩你懂的在线播放| 久久亚洲欧美国产精品乐播 | 成人av在线一区二区| av午夜精品一区二区三区| 91色porny| 欧美另类一区二区三区| 欧美成人猛片aaaaaaa| 国产日产精品1区| 亚洲色图.com| 首页国产欧美日韩丝袜| 久久99精品国产91久久来源| 粗大黑人巨茎大战欧美成人| 一本久久精品一区二区| 91精品国产一区二区三区香蕉| 精品国产一区二区三区av性色| 国产欧美日韩中文久久| 亚洲精选视频免费看| 首页国产丝袜综合| 国产精品香蕉一区二区三区| 色综合天天综合色综合av| 欧美日韩你懂的| 久久久亚洲欧洲日产国码αv| 成人免费小视频| 日日夜夜一区二区| 国产v综合v亚洲欧| 欧美吞精做爰啪啪高潮| 精品国内二区三区| 亚洲视频 欧洲视频| 日韩精品电影在线观看| 国产成人在线视频网站| 欧美性猛片aaaaaaa做受| 日韩一区二区三区视频在线观看| 国产精品色一区二区三区| 亚洲午夜视频在线观看| 国产在线精品视频| 在线亚洲+欧美+日本专区| 日韩精品一区二区三区中文精品| 国产精品久久久久三级| 三级精品在线观看| 成人激情免费视频| 51午夜精品国产| 国产精品美女久久久久av爽李琼 | 国产精品久久二区二区| 日韩国产成人精品| a美女胸又www黄视频久久| 91精品国产全国免费观看| 国产精品国产三级国产普通话三级| 天天综合色天天综合色h| 粉嫩av一区二区三区在线播放| 欧美高清视频一二三区| 欧美国产欧美亚州国产日韩mv天天看完整| 亚洲在线中文字幕| 成人性生交大片免费看视频在线| 7777女厕盗摄久久久| 国产欧美精品国产国产专区| 日韩精品一二区| 91一区在线观看| 久久这里只精品最新地址| 亚洲成人av一区二区| 成人网在线免费视频| 欧美成人精品3d动漫h| 亚洲在线视频网站| a级精品国产片在线观看| 精品国产亚洲在线| 亚洲成av人片一区二区梦乃| 99re热视频这里只精品| 久久久欧美精品sm网站 | 六月婷婷色综合| 欧美综合欧美视频| 中文字幕一区二区三区色视频 | 4438成人网| 一区二区免费看| 99久久精品情趣| 国产亚洲精品精华液| 美女久久久精品| 欧美精品粉嫩高潮一区二区| 亚洲激情男女视频| 成人短视频下载| 国产欧美精品一区aⅴ影院 | 亚洲1区2区3区视频| 99国产精品久久久久久久久久久| 久久久久久亚洲综合|