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Mar 24, 2026 · Artificial Intelligence

How the New AMD Framework Beats AI‑Generated Deepfakes with the MDSM Dataset

The article introduces the “Coherence Trap” problem caused by large‑language‑model‑crafted narratives, presents the 440k‑pair MDSM multimodal deep‑fake dataset, and details the lightweight AMD detection framework that outperforms existing SOTA models across multiple benchmarks, highlighting its efficiency and real‑world security impact.

AI detectionAMD frameworkContent Security

0 likes · 7 min read

How the New AMD Framework Beats AI‑Generated Deepfakes with the MDSM Dataset

Coder Trainee

Feb 6, 2026 · Mobile Development

Detecting Audio, Video, and Image Content Risks in WeChat Mini Programs

This article walks through using the WeChat Mini Program media‑check API to identify risky audio, video, and image content, outlines three typical scenarios, explains platform rate limits, and provides a complete Java example with step‑by‑step code analysis.

Audio DetectionContent SecurityImage Moderation

0 likes · 4 min read

Detecting Audio, Video, and Image Content Risks in WeChat Mini Programs

Coder Trainee

Feb 5, 2026 · Mobile Development

Detect Sensitive Text in WeChat Mini Programs Using the Content Security API

The article explains how to leverage WeChat Mini Program's text security API to automatically filter sensitive, political, pornographic, gambling, and drug-related content in user-generated text, outlines typical use cases, rate limits, and provides a Java implementation with step-by-step code walkthrough.

APIContent SecurityText Filtering

0 likes · 4 min read

Detect Sensitive Text in WeChat Mini Programs Using the Content Security API

Alibaba Cloud Native

Jan 22, 2025 · Cloud Native

Seamlessly Migrate from OpenAI to DeepSeek with Higress AI Gateway

This guide explains how to install the Higress AI gateway, configure provider API keys, set up gray‑release routing between OpenAI and DeepSeek, use a Python client to call DeepSeek, and enable content security and observability features for safe, cost‑effective large‑model deployments.

AI gatewayContent SecurityDeepSeek

0 likes · 7 min read

Seamlessly Migrate from OpenAI to DeepSeek with Higress AI Gateway

AntTech

Dec 16, 2021 · Artificial Intelligence

Robust AI: Ant Group’s Self‑Supervised Feature‑Compatible Model Wins NeurIPS ISC2021 Image Representation Competition

The Ant Group’s TitanShield Team secured the image representation track at NeurIPS ISC2021 using a self‑supervised, feature‑compatible pre‑training model that dramatically cuts labeling effort, speeds up training, and lowers image adversarial risk by 80%, highlighting AI robustness as a critical challenge for content‑security applications.

AI RobustnessAnt GroupContent Security

0 likes · 5 min read

Robust AI: Ant Group’s Self‑Supervised Feature‑Compatible Model Wins NeurIPS ISC2021 Image Representation Competition

vivo Internet Technology

Dec 1, 2021 · Information Security

Sensitive Word Matching Algorithms in Vivo's Content Review System

Vivo’s Diting content‑review platform employs an Aho‑Corasick automaton to perform fast multi‑pattern matching, extending it with combination‑word and pinyin‑based modes that detect slang, homophones, and multi‑keyword violations, thereby boosting precision and lowering miss rates across its four‑stage moderation pipeline.

AC automatonContent SecurityPinyin Matching

0 likes · 15 min read

Sensitive Word Matching Algorithms in Vivo's Content Review System

Tencent Cloud Developer

Jun 29, 2021 · Information Security

Tencent Cloud Object Storage Content Security: Comprehensive Multi-Modal Content Moderation Solution

Tencent Cloud Object Storage Content Security offers a comprehensive, multi‑modal moderation solution—leveraging YouTu Lab’s advanced image, video, audio and text analysis—to automatically detect and handle prohibited material across hundreds of violation types, providing one‑click task initiation, configurable callbacks, and visual tracking for platforms such as social media, online education, e‑commerce, and gaming.

AI content moderationAudio AnalysisContent Security

0 likes · 6 min read

Tencent Cloud Object Storage Content Security: Comprehensive Multi-Modal Content Moderation Solution

Youku Technology

Jun 17, 2021 · Information Security

Joint Initiative for High-Quality Audio-Visual Content Copyright Protection Technology Innovation at CCBN2021

At the CCBN2021 summit, industry leaders unveiled a joint initiative to boost high-quality audio-visual copyright protection by advancing hardware security standards, accelerating R&D for secure terminals, encouraging consumer awareness, and aligning with China’s new copyright law and Xi’s intellectual-property directives.

China mediaContent SecurityDRM

0 likes · 6 min read

Joint Initiative for High-Quality Audio-Visual Content Copyright Protection Technology Innovation at CCBN2021

58 Tech

Oct 14, 2019 · Artificial Intelligence

Advertisement Image Recognition System for 58.com: Design, Implementation, and Performance

This article describes 58.com’s deep‑learning‑based advertisement image recognition platform, covering its background, system architecture, QR‑code detection, multi‑scale ResNet classification, category fusion, performance metrics, real‑world case studies, and online service statistics.

58.comContent SecurityDeep Learning

0 likes · 9 min read

Advertisement Image Recognition System for 58.com: Design, Implementation, and Performance