Security of Ubiquitous Computing Systems

The chapters in this open access book arise out of the EU Cost Action project Cryptacus, the objective of which was to improve and adapt existent cryptanalysis methodologies and tools to the ubiquitous computing framework. The cryptanalysis implemented lies along four axes: cryptographic models, cryptanalysis of building blocks, hardware and software security engineering, and security assessment of real-world systems. The authors are top-class researchers in security and cryptography, and the contributions are of value to researchers and practitioners in these domains. This book is open access under a CC BY license

Design and Cryptanalysis of Lightweight Symmetric Key Primitives

The need for lightweight cryptographic primitives to replace the traditional standardized primitives such as AES, SHA-2 and SHA-3, which are unrealistic in constrained environments, has been anticipated by the cryptographic community for over a decade and half. Such an anticipation came to reality by the apparent proliferation of Radio Frequency Identifiers (RFIDs), Internet of Things (IoT), smart devices and sensor networks in our daily lives. All these devices operate in constrained environments and require reasonable efficiency with low implementation costs and sufficient security. Accordingly, designing lightweight symmetric key cryptographic primitives and analyzing the state-of-the-art algorithms is an active area of research for both academia and industry, which is directly followed by the ongoing National Institute of Standards and Technology’s lightweight cryptography (NIST LWC) standardization project. In this thesis, we focus on the design and security analysis of such primitives. First, we present the design of four lightweight cryptographic permutations, namely sLiSCP, sLiSCP-light, ACE and WAGE. At a high level, these permutations adopt a Nonlinear Feedback Shift Register (NLFSR) based design paradigm. sLiSCP, sLiSCP-light and ACE use reduced-round Simeck block cipher, while WAGE employs Welch-Gong (WG) permutation and two 7-bit sboxes over the finite field $F_{2^7}$ as their underlying nonlinear components. We discuss their design rationale and analyze the security with respect to differential and linear, integral and symmetry based distinguishers using automated tools such as Mixed Integer Linear Programming (MILP) and SAT/SMT solvers. Second, we show the applications of these permutations to achieve Authenticated Encryption with Associated Data (AEAD), Message Authentication Code (MAC), Pseudorandom Bit Generator (PRBG) and Hash functionalities. We introduce the idea of the unified round function, which, when combined in a sponge mode can provide all the aforementioned functionalities with the same circuitry. We give concrete instantiations of several AEAD and hash schemes with varying security levels, e.g., 80, 96, 112 and 128 bits. Next, we present Spoc, a new AEAD mode of operation which offers higher security guarantees compared to traditional sponge-based AEAD schemes with smaller states. We instantiate Spoc with sLiSCP-light permutation and propose another two lightweight AEAD algorithms. Notably, 4 of our proposed schemes, namely ACE, Spix, Spoc and WAGE are round 2 candidates of NIST’s LWC project. Finally, we present cryptanalytic results on some lightweight ciphers. We first analyze the nonlinear initialization phase of WG-5 stream cipher using the division property based cube attack, and give a key recovery attack on 24 (out of 64) rounds with data and time complexities $2^{6.32}$ and $2^{76:81}$, respectively. Next, we propose a novel property of block ciphers called correlated sequences and show its applications to meet-in-the-middle attack. Consequently, we give the best key recovery attacks (up to 27 out of 32 rounds in a single key setting) on Simon and Simeck ciphers with block and key sizes 32 and 64 bits, respectively. The attack requires 3 known plaintext-ciphertext pairs and has a time complexity close to average exhaustive search. It is worth noting that variants of WG-5 and Simeck are the core components of aforementioned AEAD and hash schemes. Lastly, we present practical forgery attacks on Limdolen and HERN which are round 1 candidates of NIST LWC project. We show the existence of structural weaknesses which could be exploited to forge any message with success probability of 1. For Limdolen, we require the output of a single encryption query while for HERN we need at most 4 encryption queries for a valid forgery. Following our attack, both designs are eliminated from second round

Security of Ubiquitous Computing Systems

The chapters in this open access book arise out of the EU Cost Action project Cryptacus, the objective of which was to improve and adapt existent cryptanalysis methodologies and tools to the ubiquitous computing framework. The cryptanalysis implemented lies along four axes: cryptographic models, cryptanalysis of building blocks, hardware and software security engineering, and security assessment of real-world systems. The authors are top-class researchers in security and cryptography, and the contributions are of value to researchers and practitioners in these domains. This book is open access under a CC BY license

Design and Analysis of Security Schemes for Low-cost RFID Systems

With the remarkable progress in microelectronics and low-power semiconductor technologies, Radio Frequency IDentification technology (RFID) has moved from obscurity into mainstream applications, which essentially provides an indispensable foundation to realize ubiquitous computing and machine perception. However, the catching and exclusive characteristics of RFID systems introduce growing security and privacy concerns. To address these issues are particularly challenging for low-cost RFID systems, where tags are extremely constrained in resources, power and cost. The primary reasons are: (1) the security requirements of low-cost RFID systems are even more rigorous due to large operation range and mass deployment; and (2) the passive tags' modest capabilities and the necessity to keep their prices low present a novel problem that goes beyond the well-studied problems of traditional cryptography. This thesis presents our research results on the design and the analysis of security schemes for low-cost RFID systems. Motivated by the recent attention on exploiting physical layer resources in the design of security schemes, we investigate how to solve the eavesdropping, modification and one particular type of relay attacks toward the tag-to-reader communication in passive RFID systems without requiring lightweight ciphers. To this end, we propose a novel physical layer scheme, called Backscatter modulation- and Uncoordinated frequency hopping-assisted Physical Layer Enhancement (BUPLE). The idea behind it is to use the amplitude of the carrier to transmit messages as normal, while to utilize its periodically varied frequency to hide the transmission from the eavesdropper/relayer and to exploit a random sequence modulated to the carrier's phase to defeat malicious modifications. We further improve its eavesdropping resistance through the coding in the physical layer, since BUPLE ensures that the tag-to-eavesdropper channel is strictly noisier than the tag-to-reader channel. Three practical Wiretap Channel Codes (WCCs) for passive tags are then proposed: two of them are constructed from linear error correcting codes, and the other one is constructed from a resilient vector Boolean function. The security and usability of BUPLE in conjunction with WCCs are further confirmed by our proof-of-concept implementation and testing. Eavesdropping the communication between a legitimate reader and a victim tag to obtain raw data is a basic tool for the adversary. However, given the fundamentality of eavesdropping attacks, there are limited prior work investigating its intension and extension for passive RFID systems. To this end, we firstly identified a brand-new attack, working at physical layer, against backscattered RFID communications, called unidirectional active eavesdropping, which defeats the customary impression that eavesdropping is a ``passive" attack. To launch this attack, the adversary transmits an un-modulated carrier (called blank carrier) at a certain frequency while a valid reader and a tag interacts at another frequency channel. Once the tag modulates the amplitude of reader's signal, it causes fluctuations on the blank carrier as well. By carefully examining the amplitude of the backscattered versions of the blank carrier and the reader's carrier, the adversary could intercept the ongoing reader-tag communication with either significantly lower bit error rate or from a significantly greater distance away. Our concept is demonstrated and empirically analyzed towards a popular low-cost RFID system, i.e., EPC Gen2. Although active eavesdropping in general is not trivial to be prohibited, for a particular type of active eavesdropper, namely a greedy proactive eavesdropper, we propose a simple countermeasure without introducing extra cost to current RFID systems. The needs of cryptographic primitives on constraint devices keep increasing with the growing pervasiveness of these devices. One recent design of the lightweight block cipher is Hummingbird-2. We study its cryptographic strength under a novel technique we developed, called Differential Sequence Attack (DSA), and present the first cryptanalytic result on this cipher. In particular, our full attack can be divided into two phases: preparation phase and key recovery phase. During the key recovery phase, we exploit the fact that the differential sequence for the last round of Hummingbird-2 can be retrieved by querying the full cipher, due to which, the search space of the secret key can be significantly reduced. Thus, by attacking the encryption (decryption resp.) of Hummingbird-2, our algorithm recovers 36-bit (another 28-bit resp.) out of 128-bit key with $2^{68}$ ($2^{60}$ resp.) time complexity if particular differential conditions of the internal states and of the keys at one round can be imposed. Additionally, the rest 64-bit of the key can be exhaustively searched and the overall time complexity is dominated by $2^{68}$. During the preparation phase, by investing $2^{81}$ effort in time, the adversary is able to create the differential conditions required in the key recovery phase with at least 0.5 probability. As an additional effort, we examine the cryptanalytic strength of another lightweight candidate known as A2U2, which is the most lightweight cryptographic primitive proposed so far for low-cost tags. Our chosen-plaintext-attack fully breaks this cipher by recovering its secret key with only querying the encryption twice on the victim tag and solving 32 sparse systems of linear equations (where each system has 56 unknowns and around 28 unknowns can be directly obtained without computation) in the worst case, which takes around 0.16 second on a Thinkpad T410 laptop

A Flexible Ultralight Hardware Security Module for EPC RFID Tags

Due to the rapid growth of using Internet of Things (IoT) devices in daily life, the need to achieve an acceptable level of security and privacy for these devices is rising. Security risks may include privacy threats like gaining sensitive information from a device, and authentication problems from counterfeit or cloned devices. It is more challenging to add security features to extremely constrained devices, such as passive Electronic Product Code (EPC) Radio Frequency Identification (RFID) tags, compared to devices that have more computational and storage capabilities. EPC RFID tags are simple and low-cost electronic circuits that are commonly used in supply chains, retail stores, and other applications to identify physical objects. Most tags today are simple "license plates" that just identify the object they are attached to and have minimal security. Due to the security risks of new applications, there is an important need to implement secure RFID tags. Examples of the security risks for these applications include unauthorized physical tracking and inventorying of tags. The current commercial RFID tag designs use specialised hardware circuits approach. This approach can achieve the lowest area and power consumption; however, it lacks flexibility. This thesis presents an optimized application-specific instruction set architecture (ISA) for an ultralight Hardware Security Module (HSM). HSMs are computing devices that protect cryptographic keys and operations for a device. The HSM combines all security-related functions for passive RFID tag. The goal of this research is to demonstrate that using an application-specific instruction set processor (ASIP) architecture for ultralight HSMs provides benefits in terms of trade-offs between flexibility, extensibility, and efficiency. Our novel application specific instruction-set architecture allows flexibility on many design levels and achieves acceptable security level for passive EPC RFID tag. Our solution moves a major design effort from hardware to software, which largely reduces the final unit cost. Our ASIP processor can be implemented with 4,662 gate equivalent units (GEs) for 65 nm CMOS technology excluding cryptographic units and memories. We integrated and analysed four cryptographic modules: AES and Simeck block ciphers, WG-5 stream cipher, and ACE authenticated encryption module. Our HSM achieves very good efficiencies for both block and stream ciphers. Specifically for the AES cipher, we improve over a previous programmable AES implementation result by 32x. We increase performance dramatically and increase/decrease area by 17.97/17.14% respectively. These results fulfill the requirements of extremely constrained devices and allow the inclusion of cryptographic units into the datapath of our ASIP processor

Evolution of Format Preserving Encryption on IoT Devices: FF1+

The Internet of Things (IoT) is a network of interconnected low-power sensing devices designed to interact and communicate with each other. To avoid compromising user privacy, it is necessary to encrypt these channels. We introduce Format Preserving Encryption (FPE), a modern cryptosystem that allows full customization of the ciphertext, while offering comparable security to AES. To gauge the performance of FPE, we compare the NIST-approved FF1 algorithm against several symmetric and asymmetric encryption schemes on a Raspberry Pi 3. While suitable for small plaintexts, FF1 breaks down for longer character strings. We propose a modified algorithm, FF1+, that implements dynamic round selection and key scheduling. Significant performance improvements are observed in our results, thus demonstrating FF1+ as a viable cryptosystem for IoT devices

Attacks in Stream Ciphers: A Survey

Nowadays there are different types of attacks in block and stream ciphers. In this work we will present some of the most used attacks on stream ciphers. We will present the newest techniques with an example of usage in a cipher, explain and comment. Previous we will explain the difference between the block ciphers and stream ciphers