Abstract We consider the problem of how to verify the security of probabilistic oblivious algorithms formally and systematically. Unfortunately, prior program logics fail to support a number of complexities that feature in the semantics and invariants needed to verify the security of many practical probabilistic oblivious algorithms. We propose an approach based on reasoning over perfectly oblivious approximations, using a program logic that combines both classical Hoare logic reasoning and probabilistic independence reasoning to support all the needed features. We formalise and prove our new logic sound in Isabelle/HOL and apply our approach to formally verify the security of several challenging case studies beyond the reach of prior methods for proving obliviousness.

Abstract Proving only over source code that programs do not leak sensitive data leaves a gap between reasoning and reality that can only be filled by accounting for the behaviour of the compiler. Furthermore, software does not always have the luxury of limiting itself to single-threaded computation with resources statically dedicated to each user to ensure the confidentiality of their data. This results in mixed-sensitivity concurrent programs , which might reuse memory shared between their threads to hold data of different sensitivity levels at different times; for such programs, a compiler must preserve the value-dependent coordination of such mixed-sensitivity reuse despite the impact of concurrency . Here we demonstrate, using Isabelle/HOL, that it is feasible to verify that a compiler preserves noninterference , the strictest kind of confidentiality property, for mixed-sensitivity concurrent programs. First, we present notions of refinement that preserve a concurrent value-dependent notion of noninterference that we have designed to support such programs. As proving noninterference-preserving refinement can be considerably more complex than the standard refinements typically used to verify semantics-preserving compilation, our notions include a decomposition principle that separates the semantics preservation from security preservation concerns. Second, we demonstrate that these refinement notions are applicable to verified secure compilation, by exercising them on a single-pass compiler for mixed-sensitivity concurrent programs that synchronise using mutex locks, from a generic imperative language to a generic RISC-style assembly language. Finally, we execute our compiler on a non-trivial mixed-sensitivity concurrent program modelling a real-world use case, thus preserving its source-level noninterference properties down to an assembly-level model automatically. All results are formalised and proved in the Isabelle/HOL interactive proof assistant. Our work paves the way for more fully featured compilers to offer verified secure compilation support to developers of multithreaded software that must handle data of multiple sensitivity levels.

It is common to prove by reasoning over source code that programs do not leak sensitive data. But doing so leaves a gap between reasoning and reality that can only be filled by accounting for the behaviour of the compiler. This task is complicated when programs enforce value-dependent information-flow security properties (in which classification of locations can vary depending on values in other locations) and complicated further when programs exploit shared-variable concurrency. Prior work has formally defined a notion of concurrency-aware refinement for preserving value-dependent security properties. However, that notion is considerably more complex than standard refinement definitions typically applied in the verification of semantics preservation by compilers. To date it remains unclear whether it can be applied to a realistic compiler, because there exist no general decomposition principles for separating it into smaller, more familiar, proof obligations. In this work, we provide such a decomposition principle, which we show can almost halve the complexity of proving secure refinement. Further, we demonstrate its applicability to secure compilation, by proving in Isabelle/HOL the preservation of value-dependent security by a proof-of-concept compiler from an imperative While language to a generic RISC-style assembly language, for programs with shared-memory concurrency mediated by locking primitives. Finally, we execute our compiler in Isabelle on a While language model of the Cross Domain Desktop Compositor, demonstrating to our knowledge the first use of a compiler verification result to carry an information-flow security property down to the assembly-level model of a non-trivial concurrent program.

Shared memory concurrency is pervasive in modern programming, including in systems that must protect highly sensitive data. Recently, verification has finally emerged as a practical tool for proving interesting security properties of real programs, particularly information flow control (IFC) security. Yet there remain no general logics for verifying IFC security of shared-memory concurrent programs. In this paper we present the first such logic, COVERN (Compositional Verification of Noninterference) and its proof of soundness via a new generic framework for general rely-guarantee IFC reasoning. We apply COVERN to model and verify the security-critical software functionality of the Cross Domain Desktop Compositor, an embedded device that facilitates simultaneous and intuitive user interaction with multiple classified networks while preventing leakage between them. To our knowledge this is the first foundational, machine-checked proof of IFC security for a non-trivial shared-memory concurrent program in the literature.

Value-dependent noninterference allows the classification of program variables to depend on the contents of other variables, and therefore is able to express a range of data-dependent security policies. However, so far its static enforcement mechanisms for software have been limited either to progress-and termination-insensitive noninterference for sequential languages, or to concurrent message-passing programs without shared memory. Additionally, there exists no methodology for preserving value-dependent noninterference for shared memory programs under compositional refinement. This paper presents a flow-sensitive dependent type system for enforcing timing-sensitive value-dependent noninterference for shared memory concurrent programs, comprising a collection of sequential components, as well as a compositional refinement theory for preserving this property under componentwise refinement. Our results are mechanised in Isabelle/HOL.