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Robust Information Hiding Based on Neural Style Transfer with Artificial Intelligence

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Computers, Materials & Continua 2024年第5期79卷 1925-1938页

作者： Xiong zhang minqing zhang Xu AnWang Wen Jiang Chao Jiang Pan Yang College of Cryptography Engineering Engineering University of People’s Armed PoliceXi’an710086China Key Laboratory of People’s Armed Police for Cryptology and Information Security Xi’an710086China Key Laboratory of CTC&Information Engineering(Engineering University of People’s Armed Police) Ministry of EducationXi’an710086China Staff Department of People’s Armed Police Ningxia Corps Yinchuan750000China

This paper proposes an artificial intelligence-based robust information hiding algorithm to address the issue of confidential information being susceptible to noise attacks during transmission.The algorithm we designed aims to mitigate the impact of various noise attacks on the integrity of secret information during transmission.The method we propose involves encoding secret images into stylized encrypted images and applies adversarial transfer to both the style and content features of the original and embedded data.This process effectively enhances the concealment and imperceptibility of confidential information,thereby improving the security of such information during transmission and reducing security risks.Furthermore,we have designed a specialized attack layer to simulate real-world attacks and common noise scenarios encountered in practical environments.Through adversarial training,the algorithm is strengthened to enhance its resilience against attacks and overall robustness,ensuring better protection against potential threats.Experimental results demonstrate that our proposed algorithm successfully enhances the concealment and unknowability of secret information while maintaining embedding capacity.Additionally,it ensures the quality and fidelity of the stego image.The method we propose not only improves the security and robustness of information hiding technology but also holds practical application value in protecting sensitive data and ensuring the invisibility of confidential information.

关键词： Information hiding neural style transfer robustness

Identity-based threshold proxy re-encryption scheme from lattices and its applications

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Frontiers of Information Technology & Electronic Engineering 2022年第2期23卷 258-277页

作者： Liqiang WU Yiliang HAN Xiaoyuan YANG minqing zhang Key Laboratory of Network and Information Security Engineering University of People’s Armed PoliceXi'an 710086China MOE Key Laboratory of Computer Network and Information Security Xidian UniversityXi'an 710071China

Threshold proxy re-encryption(TPRE)can prevent collusion between a single proxy and a delegatee from converting arbitrary files against the wishes of the delegator through multiple proxies,and can also provide normal services even when certain proxy servers are paralyzed or damaged.A non-interactive identity-based TPRE(IB-TPRE)scheme over lattices is proposed which removes the public key certificates.To accomplish this scheme,Shamir’s secret sharing is employed twice,which not only effectively hides the delegator’s private key information,but also decentralizes the proxy power by splitting the re-encryption key.Robustness means that a combiner can detect a misbehaving proxy server that has sent an invalid transformed ciphertext share.This property is achieved by lattice-based fully homomorphic signatures.As a result,the whole scheme is thoroughly capable of resisting quantum attacks even when they are available.The security of the proposed scheme is based on the decisional learning with error hardness assumption in the standard model.Two typical application scenarios,including a file-sharing system based on a blockchain network and a robust key escrow system with threshold cryptography,are presented.

关键词： Post-quantum cryptography Threshold proxy re-encryption Lattices Robustness Decentralization

High capacity reversible data hiding in encrypted images based on adaptive quadtree partitioning and MSB prediction

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信息与电子工程前沿:英文版 2023年第8期24卷 1156-1168页

作者： Kaili QI minqing zhang Fuqiang DI Yongjun KONG Key Laboratory of Network&Information Security under Chinese People Armed Police Force Engineering University of PAPXi’an710086China

To improve the embedding capacity of reversible data hiding in encrypted images(RDH-EI),a new RDH-EI scheme is proposed based on adaptive quadtree partitioning and most significant bit(MSB)prediction.First,according to the smoothness of the image,the image is partitioned into blocks based on adaptive quadtree partitioning,and then blocks of different sizes are encrypted and scrambled at the block level to resist the analysis of the encrypted images.In the data embedding stage,the adaptive MSB prediction method proposed by Wang and He(2022)is improved by taking the upper-left pixel in the block as the target pixel,to predict other pixels to free up more embedding space.To the best of our knowledge,quadtree partitioning is first applied to RDH-EI.Simulation results show that the proposed method is reversible and separable,and that its average embedding capacity is improved.For gray images with a size of 512×512,the average embedding capacity is increased by 25565 bits.For all smooth images with improved embedding capacity,the average embedding capacity is increased by about 35530 bits.

关键词： Adaptive quadtree partitioning Adaptive most significant bit(MSB)prediction Reversible data hiding in encrypted images(RDH-EI) High embedding capacity

Novel Video Steganography Algorithm Based on Secret Sharing and Error-Correcting Code for H.264/AVC

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Tsinghua Science and Technology 2017年第2期22卷 198-209页

作者： Yingnan zhang minqing zhang Xiaoyuan Yang Duntao Guo Longfei Liu Key Laboratory of Network & Information Security of PAP Engineering College of PAPXi’an 710086China

In this paper, we analyze the video steganography technique, which is used to ensure national security and the confidentiality of the information of governmental agencies and enterprises. Videos may be used to transmit secrets and conduct covert communication. As such, we present an algorithm based on a secret sharing scheme and an Error-Correcting Code（ECC）, which combines Grey Relational Analysis（GRA） with a partition mode in video compression standard H.264/AVC. First, we process secret information by secret sharing, and then use an ECC to process the obtained information. Moreover, we choose the Discrete Cosine Transform（DCT） blocks using GRA, and then use rules to hide the pretreated information in DCT coefficients of the video frames. Experimental results indicate that our algorithm has good invisibility, better robustness, good anti-steganalysis ability, and little influence on the bit rate of the video carrier. In addition, the bit error rate is low after attacks such as noise, filtering,or frame loss in the simulation environment.

关键词： steganography video secret sharing error-correcting code robustness grey relational analysis partition mode

New Identity Based Proxy Re-Encryption Scheme from Lattices

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China Communications 2019年第10期16卷 174-190页

作者： Liqiang Wu Xiaoyuan Yang minqing zhang Longfei Liu Key Lab of Network and Information Security Engineering University of Chinese Armed Police ForceXi’an 710086China Key Lab of Computer Network and Information Security Xi Dian UniversityXi’an 710071China

Identity-Based Proxy Re-Encryption (IB-PRE) allows a semi-trusted proxy to convert the ciphertext encrypted under Alice’s identity into Bob’s ciphertext of the same message without leaking plaintext. Lattice-based cryptography enjoys potential resistance to quantum analysis and low computational complexity. A multi-hop and unidirectional IB-PRE from lattices is presented. We split the functions of decryption and ciphertext transformation separately, and design the double private keys mechanism, where two keys are generated for each user, one key is used to decrypt the ciphertext by Pre-Image Sampling technique, and the other is used to generate the re-encryption key by Bonsai Trees technique. The generation of the re-encryption key is non-interactive and collusion resistant. Moreover, its IND-sID-CPA security over the decisional Learning With Errors (LWE) assumption under the standard model is proved. Compared with some previous IBPRE schemes from Bilinear Pairings, the format of transformed ciphertext in our scheme remains unchanged, furthermore, it can also resist quantum analysis. Compared with some existing IB-PRE schemes from lattices with similar properties, the space of the message in our scheme is a vector of length l and the encryption process remains a lower encryption blowup factor. At last, a proof-of-concept implementation is provided.

关键词： IB-PRE lattices bonsai trees collusion resistance

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考虑个体异质性的大型活动参与意向选择行为

北京工业大学学报 2024年第1期50卷 105-112页

作者：崔洪军张冀强朱敏清孙婉茹河北工业大学土木与交通学院天津300131 河北工业大学建筑与艺术设计学院天津300131

为研究个体异质性对于大型活动参与意向选择的影响,构建了基于潜在类别选择模型的大型活动参与意向选择模型。使用D-optimal设计法生成了大型活动参与意向调查中的选择情景,并假设以天津市奥体中心为大型活动举办地,对天津市居民开展了... 详细信息

为研究个体异质性对于大型活动参与意向选择的影响,构建了基于潜在类别选择模型的大型活动参与意向选择模型。使用D-optimal设计法生成了大型活动参与意向调查中的选择情景,并假设以天津市奥体中心为大型活动举办地,对天津市居民开展了大型活动参与意向调查。根据调查获取的数据,使用EM算法对模型进行了参数估计。模型结果表明:天气、活动时间、票价、活动类型、政策复杂度等是影响大型活动参与意向选择的主要因素。模型将潜在的大型活动参与者划分为天气敏感型群体、活动时间敏感型群体、票价敏感型群体3类,分别占样本总体的30%、15%、55%,区分度为0.81,其中类别1对天气类型最为敏感,对活动举办时间和票价不敏感;类别2对活动举办时间最为敏感,对天气的敏感程度较低;类别3对票价最为敏感,对活动时间和政策复杂度不敏感。

关键词：异质性潜在类别选择模型大型活动 D-optimal设计 EM算法活动参与意向

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循环精馏技术研究进展

化工进展 2024年第3期43卷 1109-1117页

作者：杨晨阳朱怀工蔡旺锋张敏卿王燕张英陈建兵天津大学化工学院天津300350 天津市天大北洋化工设备有限公司天津300072 中石化(大连)石油化工研究院有限公司辽宁大连116000

在“碳中和”“碳达峰”的战略目标下,过程强化是实现绿色生产的关键技术之一。循环精馏作为一种基于过程强化理论的新型精馏技术,通过采用特定塔内构件和控制方案而改变传统精馏塔内气相和液相的流动方式,实现气液两相分别呈周期性独... 详细信息

在“碳中和”“碳达峰”的战略目标下,过程强化是实现绿色生产的关键技术之一。循环精馏作为一种基于过程强化理论的新型精馏技术,通过采用特定塔内构件和控制方案而改变传统精馏塔内气相和液相的流动方式,实现气液两相分别呈周期性独立运动SPM的操作模式。循环精馏技术理论上可实现塔内液相返混为零,使分离推动力最大化,具有处理能力大、能耗低及分离性能好等优点。相较传统精馏操作,循环精馏技术可使单板效率提高到140%~300%,能耗降低20%~30%。本文针对循环精馏技术的研究背景、工作原理、工业应用、两种专用塔板(Maleta塔板和COPS塔板)以及循环精馏技术在隔板塔和反应精馏等过程强化技术中的应用进行了综合论述。论文对循环精馏技术的控制方法和内构件研究中存在的问题进行了总结,并对循环精馏技术的发展方向和前景进行了展望。

关键词：循环精馏过程强化单独相运动精馏

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隧道防排水技术及材料进展与展望

现代隧道技术 2024年第2期61卷 167-177页

作者：张民庆马伟斌郭小雄罗驰郑泽福中国国家铁路集团有限公司工程管理中心北京100844 中国铁道科学研究院集团有限公司铁道建筑研究所北京100081 高速铁路轨道系统全国重点实验室北京100081

随着隧道建设实践探索的不断深入和对防排水规律认识的加深,我国隧道防排水技术逐步发展。通过梳理隧道防排水技术及材料发展历程,可大致将其分为建国前无防排水设计阶段、20世纪50年代压浆防水阶段、20世纪60~70年代以排为主阶段和20世... 详细信息

随着隧道建设实践探索的不断深入和对防排水规律认识的加深,我国隧道防排水技术逐步发展。通过梳理隧道防排水技术及材料发展历程,可大致将其分为建国前无防排水设计阶段、20世纪50年代压浆防水阶段、20世纪60~70年代以排为主阶段和20世纪80年代至今“防、排、截、堵结合”阶段共4个阶段,并对不同阶段的防排水设计重心以及防排水技术措施的产生过程进行总结。随后,阐述目前隧道防排水系统组成的现状,并对防(排)水板、排水盲管和衬砌接缝防水止水带进行重点介绍。最后,从设计、材料、施工3个方面对未来几年隧道防排水的发展方向和研究重点进行展望。

关键词：隧道工程防排水发展历程技术现状展望

基于Piecewise映射的安全密文域可逆信息隐藏算法

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现代电子技术 2024年第14期47卷 1-8页

作者：万洪莉张敏情柯彦蒋宗宝狄富强姜超武警工程大学密码工程学院陕西西安710086 中国人民武装警察部队密码与信息安全保密重点实验室陕西西安710086

密文域可逆信息隐藏(RDH-ED)中常采用对称加密,但仅采用流密码异或(XOR)、置乱或两者结合的方法,在现有条件下难以抵抗唯密文攻击、选择明文攻击或已知明文攻击(KPA)。为了提高RDH-ED的安全性,提出一种基于Piecewise混沌映射的安全RDH-E... 详细信息

密文域可逆信息隐藏(RDH-ED)中常采用对称加密,但仅采用流密码异或(XOR)、置乱或两者结合的方法,在现有条件下难以抵抗唯密文攻击、选择明文攻击或已知明文攻击(KPA)。为了提高RDH-ED的安全性,提出一种基于Piecewise混沌映射的安全RDH-ED加密算法。首先对明文图像进行分块并按比特异或,随后利用Piecewise混沌映射转换密钥来对异或后的图像进行块内位平面置乱,最后对图像进行块间置乱加密。实验结果表明:所提算法在能够达到像素值均匀分布、视觉上不可感知的基础上,密钥空间相比单一加密方式增大至2^(8N_(p))×N_(p)!×8!^(N_(p)),并能够抵抗现有的各类攻击方法;最近的KPA测试下破解率为0.0067%,在保留适当嵌入量的同时增强了图像的安全性。同时,该算法通过Piecewise映射使得密钥通信量不变,并能够保证完全可逆地恢复原始图像。

关键词：密文域可逆信息隐藏 Piecewise混沌映射异或加密置乱加密图像加密信息嵌入抗攻击性

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