• Research Interests

    Coalitional games, including models and algorithms for the optimal coaltion structure generation in overlapping coalition formation games, coalitional resource games, and coalitional skill games. Computational intelligence, including evolutionary computation and swarm intelligence algorithms based many-objective optimization problems. Search-based software engineering, including multi-software reliability allocation and multi-objective optimization approaches to optimal testing resource allocation. Models and algorithms for large-scale distribution and scheduling of emergency relief supplies based on disaster response coalition. Search-based audio information hiding, including anti-recapture audio watermarking, audio steganography, and audio copy-move forgery detection.

  • Demonstration Systems

    语音真实性鉴别系统：融合了人工智能、语音识别、信息安全等理论与技术，实现了伪造语音鉴别、语音录制设备种属鉴别和语音篡改位置检测三个主要功能，实施代价低、操作简洁，系统识别率高，推进人工智能新技术在司法诉讼、执法办案的深度应用，提高执法办案和司法诉讼的智能化、专业化和自动化水平。

    应急物资分配和调度系统：将人工智能技术应用到非常规突发事件应急响应，实现应急物资分配和调度的集成优化，可为多种救援力量统筹调度和协同作战提供强有力的技术支持，从而更好的为应急救援任务提供物资保障，有助于为政府高效、有序的应对非常规突发事件提供更加科学的决策参考。

    授权发明专利：
    张国富、苏兆品、肖锐、岳峰、李孟珂、陈佳乐. 基于多特征决策融合的音频copy-move篡改检测与定位方法和系统, 2024 中国, ZL202111471209.2
    苏兆品、方子琪、张国富、岳峰、李梓溢、张炜皓. 通用音频篡改定位方法、系统、存储介质和电子设备, 2024 中国, ZL202410129476.9
    苏兆品、乔铮、张国富、岳峰、陈佳乐. 基于滑动窗口的部分合成伪造语音检测方法和系统, 2024 中国, ZL202311777897.4
    苏兆品、曾逸飞、张博、汪栋、张力炫、张国富、岳峰. 抗任意剪切和翻录的音频水印方法及系统, 2024 中国, ZL202110466229.4
    乔亚涛、苏兆品、岳峰、张国富. 端到端音频隐写方法、系统、存储介质及电子设备, 2024 中国, ZL202311301500.4
    苏兆品、张国富、郑路璐、翁兆芳、岳峰. 抗去同步攻击的鲁棒音频水印嵌入和提取方法, 2024 中国, ZL202310885244.1
    张国富、史志远、苏兆品、岳峰、乔亚涛. 基于MIDI和对抗生成网络的音频隐写方法和系统, 2023 中国, ZL202211391388.3
    苏兆品、张国富、张羚、吴张倩、岳峰、方子琪、陶子钰. 基于分层的低比特率语音流大容量隐写方法和系统, 2023 中国, ZL2021113390496
    岳峰、朱慧、苏兆品、张国富. 基于BN优化SNGAN的自适应音频隐写模型的训练方法和系统, 2023 中国, ZL202111300321X
    苏兆品、吴张倩、张国富、岳峰、武钦芳、沈朝勇、肖锐. 语音来源设备的识别方法和系统, 2023 中国, ZL202010148882.1
    苏兆品、武钦芳、张国富、岳峰、沈宇锋、沈朝勇、肖锐. 语音复制粘贴篡改检测方法和系统, 2022, 中国, ZL202010173725.6
    张国富、严华健、苏兆品、岳峰、何进东、涂冰花. 应急救援物资高维多目标分配方法和系统, 2022, 中国, ZL202010262256.5
    苏兆品、刘轩、 曾洪亮、陈冰冰、卢瑶、单文婧、张国富、岳峰. 基于区块链和数字水印的音乐版权保护方法和系统, 2022, 中国, ZL201910402628.7
    张国富、牛福强、苏兆品、岳峰、魏冰茹. 基于GDE3算法的动态系统测试资源分配方法, 2021, 中国, ZL201811063043.9
    张国富、严华健、曾涛、陈泽帅、苏兆品、岳峰、刘扬. 基于WEB的应急救援物资分配与调度系统, 2021, 中国, ZL201811405784.0
    张国富、牛福强、苏兆品、岳峰、魏冰茹. 基于GDE3的多阶段动态多目标测试资源分配方法, 2021, 中国, ZL201811063044.3
    张国富、苏兆品、岳峰、齐美彬、 蒋建国、王永奇. 基于多目标差异演化算法的软件测试资源动态分配方法, 2021, 中国, ZL201510320713.0
    苏兆品、李望望、张国富、岳峰、周仙仙. 语音流嵌入信息方法及装置、语音流解码信息方法及装置, 2020, 中国, ZL201810982577.5
    张国富、苏兆品、蒋建国、齐美彬、周佺、 陈立国、胡洁琼、朱航宇、岳峰. 面向安卓平台的数字音乐防COPY系统, 2018, 中国, ZL201410333750.0

  • Current Research Projects

    Research on AIGC Content Identification Mechanism for Complex Network Environment. MOE (Ministry of Education in China) Project of Humanities and Social Sciences under Grant 24YJA870011 (100,000 RMB). Principal Investigator: Zhaopin Su. January 2025 to December 2027.
    教育部人文社会科学研究规划基金项目：面向复杂网络环境的AIGC内容标识机制研究
    Key Technologies of Multi-Cover and Multi-Object Audio Intelligent Steganography. Anhui Provincial Natural Science Foundation under Grant 2208085MF166 (100,000 RMB). Principal Investigator: Zhaopin Su. June 2022 to July 2025.
    安徽省自然科学基金面上项目：多载体多目标音频智能隐写关键技术
    Research on Key Technology of Source Subject Identification for Cloned Speech. Anhui Provincial Key Research and Development Program under Grant No. 202104d07020001 (300,000 RMB). Principal Investigator: Zhaopin Su. January 2021 to December 2023.
    安徽省重点研究与开发计划：克隆语音的声源主体认定关键技术研究
    安徽省高等学校省级质量工程项目-教学研究重点项目：新一代信息类新工科人才计算机应用能力培养的探索和实践，张国富，2024.01-2025.12

  • Past Projects

    Research on Voice Verification Technology and Equipment Based on Deep Neural Network. Anhui Provincial Key Research and Development Program under Grant No.202004d07020011 (300,000 RMB). Principal Investigator: Guofu Zhang. January 2020 to December 2022.
    安徽省重点研究与开发计划：基于深度神经网络的语音鉴真技术及装备研究
    Research on Key Technologies of Deep Forged Voice Detection in VoIP Low Bit Rate Environment. Fundamental Research Funds for the Central Universities under Grant No.PA2020GDKC0015 (300,000 RMB). Principal Investigator: Zhaopin Su. April 2020 to December 2021.
    合肥工业大学科学前沿创新专项：面向VoIP低码率环境的深度伪造语音检测关键技术研究
    Research on Copyright Protection Mechanism of Digital Education Audio Based on Block Chain. MOE (Ministry of Education in China) Project of Humanities and Social Sciences under Grant 19YJC870021 (80,000 RMB). Principal Investigator: Zhaopin Su. July 2019 to June 2022.
    教育部人文社会科学研究青年基金项目：基于区块链的数字教育音频版权保护机制研究
    Research on Reliability and Cost Driven Architecture-Based Testing Resource Allocation. Guangdong Provincial Key Laboratory under Grant No.2020B121201001(30,000 RMB). Principal Investigator: Zhaopin Su. June 2021 to June 2022.
    广东省类脑智能计算重点实验室开放课题：可靠性和成本驱动的体系结构测试资源分配研究
    Research on Road Network Repair Scheduling Based on Deep Learning. Fundamental Research Funds for the Central Universities under Grant No.PA2021GDSK0073 (50,000 RMB). Principal Investigator: Yang Liu. July 2021 to December 2022.
    工业安全与应急技术安徽省重点实验室开放课题：基于深度学习的受损路网抢修调度研究
    Research on Development Strategy of Basic Supporting Technologies for Intelligent Emergency in Chongqing. Sub-project of Academy-Locality Cooperation Key Consulting Research Project of the Chinese Academy of Engineering (300,000 RMB). Principal Investigator: Guofu Zhang. January 2020 to June 2021.
    中国工程院战略咨询院地合作重点项目子课题：重庆市智慧应急的基础支撑技术发展战略研究
    Research on Road Network Repair Scheduling Based on Distributed Reinforcement Learning. Fundamental Research Funds for the Central Universities under Grant No.PA2019GDQT0008 (300,000 RMB). Principal Investigator: Guofu Zhang. April 2019 to December 2020.
    合肥工业大学科学前沿创新专项：基于分布式强化学习的路网抢修调度研究
    Research on the High-dimensional Multi-objective Optimization Problem of Relief Supplies Allocation. Fundamental Research Funds for the Central Universities under Grant No.PA2019GDPK0072 (40,000 RMB). Principal Investigator: Yang Liu. April 2019 to December 2020.
    工业安全与应急技术安徽省重点实验室自主创新专项：救灾物资分配高维多目标优化问题研究
    Research on Personalized Recommendation in Academic Social Networks Based on Dynamic Precision Portrait. MOE (Ministry of Education in China) Project of Humanities and Social Sciences under Grant 18YJC870025 (80,000 RMB). Principal Investigator: Feng Yue. July 2018 to June 2021.
    教育部人文社会科学研究青年基金项目：学术社交网络中基于动态精准画像的个性化推荐研究
    Research on Complex Coalition Mechanism under the Dual Constraints of Resources and Goals. National Natural Science Foundation of China under Grant 61573125 (702,100 RMB). Principal Investigator: Guofu Zhang. January 2016 to December 2019.
    国家自然科学基金面上项目：资源和目标双重约束下的复杂联盟机制研究
    A WeChat Voice Forensic System. Fundamental Research Funds for the Central Universities under Grant No.JZ2018YYPY0288 (150,000 RMB). Principal Investigator: Zhaopin Su. June 2018 to July 2019.
    合肥工业大学应用科技成果培育计划项目：微信语音司法取证系统
    Multistage Distribution and Scheduling of Emergency Relief Supplies Based on Dynamic NSGA-II. Anhui Provincial Natural Science Foundation under Grant 1608085MF131 (80,000 RMB). Principal Investigator: Zhaopin Su. June 2016 to July 2018.
    安徽省自然科学基金面上项目：基于动态NSGA-II的应急救援物资多阶段分配与调度研究
    An Integrage System of Allocation-Scheduling of Emergency Relief Supplies. Fundamental Research Funds for the Central Universities under Grant No.JZ2017YYPY0232 (200,000 RMB). Principal Investigator: Guofu Zhang. June 2017 to July 2018.
    合肥工业大学应用科技成果培育计划项目：应急救援物资分配和调度集成系统
    Reliability Design of Complex Software Systems Based on Swarm Intelligence. Anhui Provincial Natural Science Foundation under Grant 1508085QF129 (80,000 RMB). Principal Investigator: Feng Yue. June 2015 to July 2017.
    安徽省自然科学基金青年项目：基于群智能的复杂软件系统可靠性设计
    Coalitional Resource Games and Its Application in Disaster Emergency Management. Anhui Provincial Natural Science Foundation under Grant 1508085MF132 (80,000 RMB). Principal Investigator: Guofu Zhang. June 2015 to July 2017.
    安徽省自然科学基金面上项目：资源结盟博弈理论及其在灾害应急管理中的应用
    Overlapping Coalition Formation Theory and Its Applications. National Natural Science Foundation of China under Grant 61004103 (170,000 RMB). Principal Investigator: Guofu Zhang. January 2011 to December 2013.
    国家自然科学青年基金项目：重叠联盟形成理论及应用研究
    Emergency Resource Allocation for Multiple Disaster Places Based on Disaster Response Coalition. National Natural Science Foundation of China under Grant 61100127 (220,000 RMB). Principal Investigator: Zhaopin Su. January 2012 to December 2014.
    国家自然科学青年基金项目：基于灾害应急联盟的应急资源调度与仿真研究
    Theory and Applicaitions of Emergency Resouce Allocation. China Postdoctoral Science Foundation under Grant 2011M500111 (50,000 RMB). Principal Investigator: Guofu Zhang. January 2012 to June 2013.
    中国博士后科学基金项目：应急资源调度方法及应用
    Solving Multi-task Decision Problem Based on Overlapping Coalitions. Anhui Provincial Natural Science Foundation under Grant 11040606Q44 (40,000 RMB). Principal Investigator: Zhaopin Su. January 2011 to December 2012.
    安徽省自然科学基金青年项目：基于重叠联盟的多任务决策问题求解
    Overlapping Coalition Formation Mechanism in Multi-Agent Systems. Anhui Provincial Natural Science Foundation under Grant 090412058 (50,000 RMB). Principal Investigator: Guofu Zhang. January 2009 to December 2011.
    安徽省自然科学基金项目：多智能体系统中的重叠联盟形成机制研究
    Modeling and Simulation of Disaster Response Coalition Formation for Unconventional Emergency. China Postdoctoral Science Foundation under Grant 20090460742 (30,000 RMB). Principal Investigator: Zhaopin Su. January 2009 to December 2011.
    中国博士后科学基金项目：面向非常规突发事件的灾害应急联盟的建模与求解