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Cryptography, Volume 7, Issue 2 (June 2023) – 17 articles

Cover Story (view full-size image): The rise of quantum computing brings the threat of quicker brute force attacks, prompting the need for Post-Quantum Cryptography such as the NTRU cryptosystem. However, its main drawback is the lengthy polynomial multiplication process. To address this, a HW/SW co-design approach is proposed to accelerate polynomial multiplication in resource-constrained devices. Various HW multiplication strategies are analyzed, prioritizing timing security and optimizing available resources. The resulting multiplier is encapsulated as a reusable IP module with standard interconnection buses, facilitating integration into programmable devices. Depending on resource constraints, accelerations of 30–45 times compared to SW-level multiplication are achieved, with a device occupancy of approximately 5%. View this paper
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14 pages, 4056 KiB  
Article
Research on PoW Protocol Security under Optimized Long Delay Attack
by Tao Feng and Yufeng Liu
Cryptography 2023, 7(2), 32; https://doi.org/10.3390/cryptography7020032 - 16 Jun 2023
Cited by 2 | Viewed by 1853
Abstract
In the blockchain network, the communication delay between different nodes is a great threat to the distributed ledger consistency of each miner. Blockchain is the core technology of Bitcoin. At present, some research has proven the security of the PoW protocol when the [...] Read more.
In the blockchain network, the communication delay between different nodes is a great threat to the distributed ledger consistency of each miner. Blockchain is the core technology of Bitcoin. At present, some research has proven the security of the PoW protocol when the number of delay rounds is small, but in complex asynchronous networks, the research is insufficient on the security of the PoW protocol when the number of delay rounds is large. This paper improves the proposed blockchain main chain record model under the PoW protocol and then proposes the TOD model, which makes the main chain record in the model more close to the actual situation and reduces the errors caused by the establishment of the model in the analysis process. By comparing the differences between the TOD model and the original model, it is verified that the improved model has a higher success rate of attack when the probability of mining the delayable block increases. Then, the long delay attack is improved on the balance attack in this paper, which makes the adversary control part of the computing power and improves the success rate of the adversary attack within a certain limit. Full article
(This article belongs to the Special Issue Emerging Topics in Blockchain Security and Privacy)
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14 pages, 311 KiB  
Article
Inferring Bivariate Polynomials for Homomorphic Encryption Application
by Diana Maimuţ and George Teşeleanu
Cryptography 2023, 7(2), 31; https://doi.org/10.3390/cryptography7020031 - 5 Jun 2023
Viewed by 1865
Abstract
Inspired by the advancements in (fully) homomorphic encryption in recent decades and its practical applications, we conducted a preliminary study on the underlying mathematical structure of the corresponding schemes. Hence, this paper focuses on investigating the challenge of deducing bivariate polynomials constructed using [...] Read more.
Inspired by the advancements in (fully) homomorphic encryption in recent decades and its practical applications, we conducted a preliminary study on the underlying mathematical structure of the corresponding schemes. Hence, this paper focuses on investigating the challenge of deducing bivariate polynomials constructed using homomorphic operations, namely repetitive additions and multiplications. To begin with, we introduce an approach for solving the previously mentioned problem using Lagrange interpolation for the evaluation of univariate polynomials. This method is well-established for determining univariate polynomials that satisfy a specific set of points. Moreover, we propose a second approach based on modular knapsack resolution algorithms. These algorithms are designed to address optimization problems in which a set of objects with specific weights and values is involved. Finally, we provide recommendations on how to run our algorithms in order to obtain better results in terms of precision. Full article
(This article belongs to the Special Issue Cyber Security, Cryptology and Machine Learning)
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17 pages, 293 KiB  
Review
Secure Firmware Update: Challenges and Solutions
by Luigi Catuogno and Clemente Galdi
Cryptography 2023, 7(2), 30; https://doi.org/10.3390/cryptography7020030 - 1 Jun 2023
Cited by 1 | Viewed by 4491
Abstract
The pervasiveness of IoT and embedded devices allows the deployment of services that were unthinkable only few years ago. Such devices are typically small, run unattended, possibly on batteries and need to have a low cost of production. As all software systems, this [...] Read more.
The pervasiveness of IoT and embedded devices allows the deployment of services that were unthinkable only few years ago. Such devices are typically small, run unattended, possibly on batteries and need to have a low cost of production. As all software systems, this type of devices need to be updated for different reasons, e.g., introducing new features, improving/correcting existing functionalities or fixing security flaws. At the same time, because of their low-complexity, standard software distribution platforms and techniques cannot be used to update the software. In this paper we review the current limitations posed to software distribution systems for embedded/IoT devices, consider challenges that the researchers in this area have been identifying and propose the corresponding solutions. Full article
(This article belongs to the Special Issue Feature Papers in Hardware Security II)
22 pages, 1804 KiB  
Article
Timing-Attack-Resistant Acceleration of NTRU Round 3 Encryption on Resource-Constrained Embedded Systems
by Eros Camacho-Ruiz, Macarena C. Martínez-Rodríguez, Santiago Sánchez-Solano and Piedad Brox
Cryptography 2023, 7(2), 29; https://doi.org/10.3390/cryptography7020029 - 1 Jun 2023
Viewed by 2301
Abstract
The advent of quantum computing with high processing capabilities will enable brute force attacks in short periods of time, threatening current secure communication channels. To mitigate this situation, post-quantum cryptography (PQC) algorithms have emerged. Among the algorithms evaluated by NIST in the third [...] Read more.
The advent of quantum computing with high processing capabilities will enable brute force attacks in short periods of time, threatening current secure communication channels. To mitigate this situation, post-quantum cryptography (PQC) algorithms have emerged. Among the algorithms evaluated by NIST in the third round of its PQC contest was the NTRU cryptosystem. The main drawback of this algorithm is the enormous amount of time required for the multiplication of polynomials in both the encryption and decryption processes. Therefore, the strategy of speeding up this algorithm using hardware/software co-design techniques where this operation is executed on specific hardware arises. Using these techniques, this work focuses on the acceleration of polynomial multiplication in the encryption process for resource-constrained devices. For this purpose, several hardware multiplications are analyzed following different strategies, taking into account the fact that there are no possible timing information leaks and that the available resources are optimized as much as possible. The designed multiplier is encapsulated as a fully reusable and parametrizable IP module with standard AXI4-Stream interconnection buses, which makes it easy to integrate into embedded systems implemented on programmable devices from different manufacturers. Depending on the resource constraints imposed, accelerations of up to 30–45 times with respect to the software-level multiplication runtime can be achieved using dedicated hardware, with a device occupancy of around 5%. Full article
(This article belongs to the Special Issue Feature Papers in Hardware Security II)
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18 pages, 2877 KiB  
Article
Flexible and Efficient Multi-Keyword Ranked Searchable Attribute-Based Encryption Schemes
by Je-Kuan Lin, Wun-Ting Lin and Ja-Ling Wu
Cryptography 2023, 7(2), 28; https://doi.org/10.3390/cryptography7020028 - 15 May 2023
Cited by 2 | Viewed by 2778
Abstract
Currently, cloud computing has become increasingly popular and thus, many people and institutions choose to put their data into the cloud instead of local environments. Given the massive amount of data and the fidelity of cloud servers, adequate security protection and efficient retrieval [...] Read more.
Currently, cloud computing has become increasingly popular and thus, many people and institutions choose to put their data into the cloud instead of local environments. Given the massive amount of data and the fidelity of cloud servers, adequate security protection and efficient retrieval mechanisms for stored data have become critical problems. Attribute-based encryption brings the ability of fine-grained access control and can achieve a direct encrypted data search while being combined with searchable encryption algorithms. However, most existing schemes only support single-keyword or provide no ranking searching results, which could be inflexible and inefficient in satisfying the real world’s actual needs. We propose a flexible multi-keyword ranked searchable attribute-based scheme using search trees to overcome the above-mentioned problems, allowing users to combine their fuzzy searching keywords with AND–OR logic gates. Moreover, our enhanced scheme not only improves its privacy protection but also goes a step further to apply a semantic search to boost the flexibility and the searching experience of users. With the proposed index-table method and the tree-based searching algorithm, we proved the efficiency and security of our schemes through a series of analyses and experiments. Full article
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21 pages, 944 KiB  
Article
Blockchain-Based Electronic Voting: A Secure and Transparent Solution
by Bruno Miguel Batista Pereira, José Manuel Torres, Pedro Miguel Sobral, Rui Silva Moreira, Christophe Pinto de Almeida Soares and Ivo Pereira
Cryptography 2023, 7(2), 27; https://doi.org/10.3390/cryptography7020027 - 15 May 2023
Cited by 2 | Viewed by 8625
Abstract
Since its appearance in 2008, blockchain technology has found multiple uses in fields such as banking, supply chain management, and healthcare. One of the most intriguing uses of blockchain is in voting systems, where the technology can overcome the security and transparency concerns [...] Read more.
Since its appearance in 2008, blockchain technology has found multiple uses in fields such as banking, supply chain management, and healthcare. One of the most intriguing uses of blockchain is in voting systems, where the technology can overcome the security and transparency concerns that plague traditional voting systems. This paper provides a thorough examination of the implementation of a blockchain-based voting system. The proposed system employs cryptographic methods to protect voters’ privacy and anonymity while ensuring the verifiability and integrity of election results. Digital signatures, homomorphic encryption (He), zero-knowledge proofs (ZKPs), and the Byzantine fault-tolerant consensus method underpin the system. A review of the literature on the use of blockchain technology for voting systems supports the analysis and the technical and logistical constraints connected with implementing the suggested system. The study suggests solutions to problems such as managing voter identification and authentication, ensuring accessibility for all voters, and dealing with network latency and scalability. The suggested blockchain-based voting system can provide a safe and transparent platform for casting and counting votes, ensuring election results’ privacy, anonymity, and verifiability. The implementation of blockchain technology can overcome traditional voting systems’ security and transparency shortcomings while also delivering a high level of integrity and traceability. Full article
(This article belongs to the Special Issue Emerging Topics in Blockchain Security and Privacy)
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14 pages, 1127 KiB  
Article
Revisiting Multiple Ring Oscillator-Based True Random Generators to Achieve Compact Implementations on FPGAs for Cryptographic Applications
by Luis Parrilla, Antonio García, Encarnación Castillo, Juan Antonio López-Villanueva and Uwe Meyer-Baese
Cryptography 2023, 7(2), 26; https://doi.org/10.3390/cryptography7020026 - 10 May 2023
Cited by 3 | Viewed by 3649
Abstract
The generation of random numbers is crucial for practical implementations of cryptographic algorithms. In this sense, hardware security modules (HSMs) include true random number generators (TRNGs) implemented in hardware to achieve good random number generation. In the case of cryptographic algorithms implemented on [...] Read more.
The generation of random numbers is crucial for practical implementations of cryptographic algorithms. In this sense, hardware security modules (HSMs) include true random number generators (TRNGs) implemented in hardware to achieve good random number generation. In the case of cryptographic algorithms implemented on FPGAs, the hardware implementation of RNGs is limited to the programmable cells in the device. Among the different proposals to obtain sources of entropy and process them to implement TRNGs, those based in ring oscillators (ROs), operating in parallel and combined with XOR gates, present good statistical properties at the cost of high area requirements. In this paper, these TRNGs are revisited, showing a method for area optimization independently of the FPGA technology used. Experimental results show that three ring oscillators requiring only three LUTs are enough to build a TRNG on Artix 7 devices from Xilinx with a throughput of 33.3 Kbps, which passes NIST tests. A throughput of 50 Kbps can be achieved with four ring oscillators, also requiring three LUTs in Artix 7 devices, while 100 Kbps can be achieved using an structure with four ring oscillators requiring seven LUTs. Full article
(This article belongs to the Special Issue Privacy-Preserving Techniques in Cloud/Fog and Internet of Things)
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33 pages, 1159 KiB  
Article
PudgyTurtle Mode Resists Bit-Flipping Attacks
by David A. August and Anne C. Smith
Cryptography 2023, 7(2), 25; https://doi.org/10.3390/cryptography7020025 - 10 May 2023
Viewed by 2327
Abstract
Cryptosystems employing a synchronous binary-additive stream cipher are susceptible to a generic attack called ’bit-flipping’, in which the ciphertext is modified to decrypt into a fraudulent message. While authenticated encryption and message authentication codes can effectively negate this attack, encryption modes can also [...] Read more.
Cryptosystems employing a synchronous binary-additive stream cipher are susceptible to a generic attack called ’bit-flipping’, in which the ciphertext is modified to decrypt into a fraudulent message. While authenticated encryption and message authentication codes can effectively negate this attack, encryption modes can also provide partial protection against bit-flipping. PudgyTurtle is a stream-cipher mode which uses keystream to encode (via an error-correcting code) and to encipher (via modulo-2 addition). Here, we describe the behavior of this mode during bit-flipping attacks and demonstrate how it creates uncertainty about the number, positions, and identities of decrypted bits that will be affected. Full article
(This article belongs to the Special Issue Coding and Cryptography)
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24 pages, 723 KiB  
Article
LACT+: Practical Post-Quantum Scalable Confidential Transactions
by Jayamine Alupotha, Xavier Boyen and Matthew McKague
Cryptography 2023, 7(2), 24; https://doi.org/10.3390/cryptography7020024 - 8 May 2023
Viewed by 2127
Abstract
A “confidential monetary value” carries information about the real monetary value but does not disclose it. Post-quantum private blockchains with confidential monetary values—large-sized blockchains with large verification times—have the least scalability because they need to save and verify more information than [...] Read more.
A “confidential monetary value” carries information about the real monetary value but does not disclose it. Post-quantum private blockchains with confidential monetary values—large-sized blockchains with large verification times—have the least scalability because they need to save and verify more information than those with “plain-text monetary values”. High scalability is an essential security requirement for decentralized blockchain payment systems because the more honest peers who can afford to verify the blockchain copies are, the higher the security. We propose a quantum-safe transaction protocol for confidential monetary blockchains, LACT+ (Lattice-based Aggregable Confidential Transactions), which is more scalable than previous post-quantum confidential blockchains, i.e., many input/output transactions with logarithmic sized complexity. Full article
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17 pages, 2753 KiB  
Article
Neural Crypto-Coding Based Approach to Enhance the Security of Images over the Untrusted Cloud Environment
by Pallavi Kulkarni, Rajashri Khanai, Dattaprasad Torse, Nalini Iyer and Gururaj Bindagi
Cryptography 2023, 7(2), 23; https://doi.org/10.3390/cryptography7020023 - 4 May 2023
Cited by 3 | Viewed by 2280
Abstract
The cloud provides on-demand, high-quality services to its users without the burden of managing hardware and software. Though the users benefit from the remote services provided by the cloud, they do not have their personal data in their physical possession. This certainly poses [...] Read more.
The cloud provides on-demand, high-quality services to its users without the burden of managing hardware and software. Though the users benefit from the remote services provided by the cloud, they do not have their personal data in their physical possession. This certainly poses new security threats for personal and confidential data, bringing the focus back on trusting the use of the cloud for sensitive data. The benefits of the cloud outweigh the concerns raised earlier, and with an increase in cloud usage, it becomes more important for security services to evolve in order to address the ever-changing threat landscape. Advanced encryption standard (AES), being one of the most widely used encryption techniques, has inherent disadvantages related to the secret key that is shared, and predictable patterns in subkey generation. In addition, since cloud storage involves data transfer over a wireless channel, it is important to address the effect of noise and multipath propagation on the transmitted data. Catering to this problem, we propose a new approach—the secure and reliable neural cryptcoding (SARNC) technique—which provides a superior algorithm, dealing with better encryption techniques combined with channel coding. A chain is as strong as the weakest link and, in the case of symmetric key encryption, the weakest link is the shared key. In order to overcome this limitation, we propose an approach wherein the key used for cryptographic purposes is different from the key shared between the sender and the receiver. The shared key is used to derive the secret private key, which is generated by the neural key exchange protocol. In addition, the proposed approach emphasizes strengthening the sub-key generation process and integrating advanced encryption standard (AES) with low-density parity check (LDPC) codes to provide end-to-end security and reliability over wireless channels. The proposed technique was tested against research done in related areas. A comparative study shows a significant improvement in PSNR, MSE, and the structural similarity index (SSIM). The key strength analysis was carried out to understand the strength and weaknesses of the keys generated. Full article
(This article belongs to the Special Issue Privacy-Preserving Techniques in Cloud/Fog and Internet of Things)
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19 pages, 351 KiB  
Article
Anonymous Homomorphic IBE with Application to Anonymous Aggregation
by Michael Clear and Hitesh Tewari
Cryptography 2023, 7(2), 22; https://doi.org/10.3390/cryptography7020022 - 17 Apr 2023
Viewed by 2043
Abstract
All anonymous identity-based encryption (IBE) schemes that are group homomorphic (to the best of our knowledge) require knowledge of the identity to compute the homomorphic operation. This paper is motivated by this open problem, namely to construct an anonymous group-homomorphic IBE scheme that [...] Read more.
All anonymous identity-based encryption (IBE) schemes that are group homomorphic (to the best of our knowledge) require knowledge of the identity to compute the homomorphic operation. This paper is motivated by this open problem, namely to construct an anonymous group-homomorphic IBE scheme that does not sacrifice anonymity to perform homomorphic operations. Note that even when strong assumptions, such as indistinguishability obfuscation (iO), are permitted, no schemes are known. We succeed in solving this open problem by assuming iO and the hardness of the DBDH problem over rings (specifically, ZN2 for RSA modulus N). We then use the existence of such a scheme to construct an IBE scheme with re-randomizable anonymous encryption keys, which we prove to be IND-ID-RCCA secure. Finally, we use our results to construct identity-based anonymous aggregation protocols. Full article
(This article belongs to the Collection Survey of Cryptographic Topics)
18 pages, 797 KiB  
Article
A Multi-Party Functional Signatures Scheme for Private Blockchain
by Quan Zhou, Yulong Zheng, Kaijun Wei, Minhui Chen and Zhikang Zeng
Cryptography 2023, 7(2), 21; https://doi.org/10.3390/cryptography7020021 - 12 Apr 2023
Cited by 3 | Viewed by 2869
Abstract
Digital signature technology is essential for ensuring the authenticity and unforgeability of transactions in a private blockchain framework. In some scenarios, transactions require verification from multiple parties, each of whom needs to authenticate different parts of the transaction. To address this issue, researchers [...] Read more.
Digital signature technology is essential for ensuring the authenticity and unforgeability of transactions in a private blockchain framework. In some scenarios, transactions require verification from multiple parties, each of whom needs to authenticate different parts of the transaction. To address this issue, researchers have developed multi-party ECDSA (Elliptic Curve Digital Signature Algorithm) signature schemes. However, these schemes either need to consider the authentication of different parts of the transaction or generate an aggregated signature. This paper proposes a novel solution that combines functional signatures and multi-party ECDSA signatures to create a multi-party functional signature for private blockchains. Compared to previous constructions, the proposed scheme ensures that each part of the transaction is verified. Furthermore, when the aggregate signature of the entire transaction cannot be verified, this scheme identifies the specific part of the transaction for which the signature authentication fails instead of rejecting the entire transaction. This paper uses a smart contract to securely deploy the proposed scheme and authenticate the f in functional signatures. The constructed scheme also provides security under the existential unforgeability of the ECDSA signature, even if n1 parties are corrupted, assuming a total of n parties. The scheme of this paper successfully conducted experiments on a personal computer, with three users taking approximately 343 ms, six users taking 552 ms, and nine users taking 791 ms. Full article
(This article belongs to the Special Issue Cyber Security, Cryptology and Machine Learning)
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22 pages, 27156 KiB  
Article
Protecting Digital Images Using Keys Enhanced by 2D Chaotic Logistic Maps
by Mua’ad Abu-Faraj, Abeer Al-Hyari, Charlie Obimbo, Khaled Aldebei, Ismail Altaharwa, Ziad Alqadi and Orabe Almanaseer
Cryptography 2023, 7(2), 20; https://doi.org/10.3390/cryptography7020020 - 7 Apr 2023
Cited by 7 | Viewed by 2871
Abstract
This research paper presents a novel digital color image encryption approach that ensures high-level security while remaining simple and efficient. The proposed method utilizes a composite key r and x of 128-bits to create a small in-dimension private key (a chaotic map), which [...] Read more.
This research paper presents a novel digital color image encryption approach that ensures high-level security while remaining simple and efficient. The proposed method utilizes a composite key r and x of 128-bits to create a small in-dimension private key (a chaotic map), which is then resized to match the color matrix dimension. The proposed method is uncomplicated and can be applied to any image without any modification. Image quality, sensitivity analysis, security analysis, correlation analysis, quality analysis, speed analysis, and attack robustness analysis are conducted to prove the efficiency and security aspects of the proposed method. The speed analysis shows that the proposed method improves the performance of image cryptography by minimizing encryption–decryption time and maximizing the throughput of the process of color cryptography. The results demonstrate that the proposed method provides better throughput than existing methods. Overall, this research paper provides a new approach to digital color image encryption that is highly secure, efficient, and applicable to various images. Full article
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12 pages, 291 KiB  
Article
Algebraic Cryptanalysis with MRHS Equations
by Pavol Zajac
Cryptography 2023, 7(2), 19; https://doi.org/10.3390/cryptography7020019 - 4 Apr 2023
Cited by 1 | Viewed by 2395
Abstract
In this work, we survey the existing research in the area of algebraic cryptanalysis based on Multiple Right-Hand Sides (MRHS) equations (MRHS cryptanalysis). MRHS equation is a formal inclusion that contains linear combinations of variables on the left-hand side, and a potential set [...] Read more.
In this work, we survey the existing research in the area of algebraic cryptanalysis based on Multiple Right-Hand Sides (MRHS) equations (MRHS cryptanalysis). MRHS equation is a formal inclusion that contains linear combinations of variables on the left-hand side, and a potential set of values for these combinations on the right-hand side. We describe MRHS equation systems in detail, including the evolution of this representation. Then we provide an overview of the methods that can be used to solve MRHS equation systems. Finally, we explore the use of MRHS equation systems in algebraic cryptanalysis and survey existing experimental results. Full article
(This article belongs to the Collection Survey of Cryptographic Topics)
18 pages, 1188 KiB  
Article
A Novel FPGA Implementation of the NAND-PUF with Minimal Resource Usage and High Reliability
by Riccardo Della Sala and Giuseppe Scotti
Cryptography 2023, 7(2), 18; https://doi.org/10.3390/cryptography7020018 - 3 Apr 2023
Cited by 10 | Viewed by 2814
Abstract
In this work we propose a novel implementation on recent Xilinx FPGA platforms of a PUF architecture based on the NAND SR-latch (referred to as NAND-PUF in the following) which achieves an extremely low resource usage with very good overall performance. More specifically, [...] Read more.
In this work we propose a novel implementation on recent Xilinx FPGA platforms of a PUF architecture based on the NAND SR-latch (referred to as NAND-PUF in the following) which achieves an extremely low resource usage with very good overall performance. More specifically, a 4 bit NAND-PUF macro has been designed referring to the Artix-7 platform occupying only 2 slices. The optimum excitation sequence has been determined by analysing the reliability versus the excitation time of the PUF cells under supply voltage variations. A 128 bit NAND-PUF has been tested on 16 FPGA boards under supply voltage and temperature variations and measured performances have been compared against state-of-the-art PUFs from the literature. The comparison has shown that the proposed PUF implementation exhibits the best reliability performance while occupying the minimum FPGA resource usage achieved in the PUF literature. Full article
(This article belongs to the Special Issue Feature Papers in Hardware Security II)
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13 pages, 5853 KiB  
Article
SCANN: Side Channel Analysis of Spiking Neural Networks
by Karthikeyan Nagarajan, Rupshali Roy, Rasit Onur Topaloglu, Sachhidh Kannan and Swaroop Ghosh
Cryptography 2023, 7(2), 17; https://doi.org/10.3390/cryptography7020017 - 27 Mar 2023
Cited by 5 | Viewed by 2897
Abstract
Spiking neural networks (SNNs) are quickly gaining traction as a viable alternative to deep neural networks (DNNs). Compared to DNNs, SNNs are computationally more powerful and energy efficient. The design metrics (synaptic weights, membrane threshold, etc.) chosen for such SNN architectures are often [...] Read more.
Spiking neural networks (SNNs) are quickly gaining traction as a viable alternative to deep neural networks (DNNs). Compared to DNNs, SNNs are computationally more powerful and energy efficient. The design metrics (synaptic weights, membrane threshold, etc.) chosen for such SNN architectures are often proprietary and constitute confidential intellectual property (IP). Our study indicates that SNN architectures implemented using conventional analog neurons are susceptible to side channel attack (SCA). Unlike the conventional SCAs that are aimed to leak private keys from cryptographic implementations, SCANN (SCA̲ of spiking n̲eural n̲etworks) can reveal the sensitive IP implemented within the SNN through the power side channel. We demonstrate eight unique SCANN attacks by taking a common analog neuron (axon hillock neuron) as the test case. We chose this particular model since it is biologically plausible and is hence a good fit for SNNs. Simulation results indicate that different synaptic weights, neurons/layer, neuron membrane thresholds, and neuron capacitor sizes (which are the building blocks of SNN) yield distinct power and spike timing signatures, making them vulnerable to SCA. We show that an adversary can use templates (using foundry-calibrated simulations or fabricating known design parameters in test chips) and analysis to identify the specifications of the implemented SNN. Full article
(This article belongs to the Special Issue Feature Papers in Hardware Security II)
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17 pages, 2241 KiB  
Article
Encryption Scheme of Verifiable Search Based on Blockchain in Cloud Environment
by Buzhen He and Tao Feng
Cryptography 2023, 7(2), 16; https://doi.org/10.3390/cryptography7020016 - 24 Mar 2023
Cited by 2 | Viewed by 2616
Abstract
While transferring data to cloud servers frees users from having to manage it, it eventually raises new problems, such as data privacy. The concept of searchable encryption has drawn more and more focus in research as a means of resolving the tension between [...] Read more.
While transferring data to cloud servers frees users from having to manage it, it eventually raises new problems, such as data privacy. The concept of searchable encryption has drawn more and more focus in research as a means of resolving the tension between data accessibility and data privacy. Due to the lack of integrity and correctness authentication in most searchable encryption techniques, malicious cloud servers may deliver false search results to users. Based on public key encryption with searching (PEKS), the study suggests a privacy-preserving method for verifiable fuzzy keyword searches based on the Ethernet blockchain in a cloud context to overcome the aforementioned security concerns. The search user can check the accuracy and integrity of the query document using the unalterability characteristics of the Ethernet blockchain system in this scheme to prevent the cloud server from giving incorrect query results. Furthermore, a fair transaction between the cloud server and the data user is achieved and can be tracked back to the malicious user using hash functions and Ethereum smart contracts, even if the user or the cloud is malicious. Finally, the security analysis shows that, under the random oracle model, our technique fulfils the adaptive selection keyword’s semantic security. The performance assessment demonstrates that the proposed scheme outperforms other related schemes in terms of computational efficiency. Full article
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