SAFECode: Enforcing Alias Analysis for Weakly Typed Languages
Abstract:
Static analysis of programs in weakly typed languages such as C and C++ is
generally not sound because of possible memory errors due to dangling pointer
references, uninitialized pointers, and array bounds overflow. We describe a
compilation strategy for standard C programs that guarantees that aggressive
interprocedural pointer analysis (or less precise ones), a call graph, and type
information for a subset of memory, are never invalidated by any possible
memory errors. We formalize our approach as a new type system with the
necessary run-time checks in operational semantics and prove the correctness of
our approach for a subset of C. Our semantics provide the foundation for other
sophisticated static analyses to be applied to C programs with a guarantee of
soundness. Our work builds on a previously published transformation called
Automatic Pool Allocation to ensure that hard-to-detect memory errors (dangling
pointer references and certain array bounds errors) cannot invalidate the call
graph, points-to information or type information. The key insight behind our
approach is that pool allocation can be used to create a run-time partitioning
of memory that matches the compile-time memory partitioning in a points-to
graph, and efficient checks can be used to isolate the run-time partitions.
Furthermore, we show that the sound analysis information enables static
checking techniques that eliminate many run-time checks. Our approach requires
no source code changes, allows memory to be managedexplicitly, and does not use
meta-data on pointers or individual tag bits for memory. Using several
benchmark s and system codes, we show experimentally that the run-time
overheads are low (less than 10% in nearly all cases and 30% in the worst case
we have seen).We also show the effectiveness of static analyses in eliminating
run-time checks.
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BibTeX Entry:
@inproceedings{1133999,
author = {Dinakar Dhurjati and Sumant Kowshik and Vikram Adve},
title = {SAFECode: enforcing alias analysis for weakly typed languages},
booktitle = {PLDI '06: Proceedings of the 2006 ACM SIGPLAN conference on Programming language design and implementation},
year = {2006},
isbn = {1-59593-320-4},
pages = {144--157},
location = {Ottawa, Ontario, Canada},
doi = {http://doi.acm.org/10.1145/1133981.1133999},
publisher = {ACM},
address = {New York, NY, USA},
}