Jit

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This transformation translates a function F into a new function F' consisting of a sequence of intermediate code instructions such that, when F' is executed, F will be dynamically compiled to machine code. I.e., this is an example of runtime code generation, or just-in-time compilation, or dynamic unpacking.

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For example, the first few lines of a jitted function may look like this:

int fac(int x ) { 
   ...
    p3 = jit_init();
    jit_enable_optimization(p3, 3L);
    label4 = jit_get_label(p3);
    jit_add_prolog(p3, & _3_obf_int_binary_I___foo, 0);
    localSize6 = jit_allocai(p3, 8L);
    jit_add_op(p3, JIT_DECL_ARG, ((0 << 4) | (2 << 2)) | 2, 0, 4, 0L, 0L, 0);
    jit_add_op(p3, JIT_DECL_ARG, ((0 << 4) | (2 << 2)) | 2, 0, 4, 0L, 0L, 0);
    jit_add_op(p3, JIT_ADD | 2, ((2 << 4) | (1 << 2)) | 3, 0 | ((0 << 1) | 
                   (1 << 4)), 0 | ((2 << 1) | (0 << 4)), (jit_value )(localSize6 + 4), 0L, 0);
    jit_add_op(p3, JIT_GETARG, ((0 << 4) | (2 << 2)) | 3, 0 | ((0 << 1) | 
                    (2 << 4)), 1L, 0L, 0L, 0);
    jit_add_op(p3, JIT_ST | 1, ((0 << 4) | (1 << 2)) | 1, 0 | ((0 << 1) | 
                    (1 << 4)), 0 | ((0 << 1) | (2 << 4)), 0L, 4, 0);
    jit_add_op(p3, JIT_ADD | 2, ((2 << 4) | (1 << 2)) | 3, 0 | ((0 << 1) | 
                    (3 << 4)), 0 | ((2 << 1) | (0 << 4)), (jit_value )(localSize6 + 0), 0L, 0);
    jit_add_op(p3, JIT_GETARG, ((0 << 4) | (2 << 2)) | 3, 0 | ((0 << 1) | 
                    (4 << 4)), 0L, 0L, 0L, 0);
    jit_add_op(p3, JIT_ST | 1, ((0 << 4) | (1 << 2)) | 1, 0 | ((0 << 1) | 
                    (3 << 4)), 0 | ((0 << 1) | (4 << 4)), 0L, 4, 0);
   ...
   jit_generate_code(p6);
   ...
   result58 = (*fac_foo)(x);
   return (result58);
}
 

Diversity

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Intermediate code operators (the JIT_MOV, JIT_EQ, etc. in the example above) are randomized every time Tigress is invoked. Thus, the statement

op11 = jit_add_op(p6, JIT_JMP | 2, ((0 << 4) | (0 << 2)) | 2, 0, 0L, 0L, 0L);
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may be compiled into

op11 = jit_add_op(p6, 42, 2, 0, 0L, 0L, 0L);
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where "42" will be a different literal for every invocation.

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There is no diversity in the dynamically generated code at this point; i.e., every time the program is run, the same code is generated.

 

Usage

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In order to invoke this feature you must add one of the following directives to the top of your C file, depending on which target you are compiling for:

#include jitter-Darwin-Arm-64.c
#include jitter-Darwin-X86-64.c
#include jitter-Linux-Arm-32.c 
#include jitter-Linux-Arm-64.c 
#include jitter-Linux-X86-32.c 
#include jitter-Linux-X86-64.c 
#include jitter-SunOS-sparc-32.c
#include jitter-SunOS-sparc-64.c
#include jitter-Windows-X86-32.c
The files can be found in Tigress' distribution directory.
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If you set the option --JitFrequency=n for n>0, the function will be jitted every n:th time it is called. This means that every n:th time the function is called, its address trace (but not its instruction trace) will change. With --JitFrequency=0, the function will only be jitted the first time it is called.

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To disrupt dynamic taint analysis, the option --JitImplicitFlow inserts implicit flow between where the function gets generated, and where it is invoked:

int fac(int x ) { 
  ...
  fac_foo1 = IMPLICIT_FLOW(fac_foo);
  result58 = (*fac_foo1)(x);
  return (result58);
}
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As usual, this transformation needs to be combined with others to break up the predictable static structure. The Split and Virtualize transformations are particularly appropriate.

OptionArgumentsDescription
--Transform Jit Turn a function into a sequence of instructions that dynamically builds up the function at runtime.
--JitEncoding hard, soft How the jitted instructions are encoded. Default=hard.
  • hard = The jitted instructions are encoded as code.
  • soft = The jitted instructions are encoded as data (not implemented).
--JitFrequency INTSPEC How often to jit the code at runtime. 0=only the first time; n>0=Every n:th time the function is called. Default=0.
--JitOptimizeBinary INTSPEC Optimize the jitted binary code. 1=omit frame pointer, 2=omit unused assignments, 4=merge ADDs and MULs. Default=1|4=5.
--JitImplicitFlow S-Expression The type of implicit flow to insert. See --AntiTaintAnalysisImplicitFlow for a description. Default=none.
--JitCopyKinds counter, counter_signal, bitcopy_unrolled, bitcopy_loop, bitcopy_signal, * Comma-separated list of the kinds of implicit flow to insert. counter_signal and bitcopy_signal require that --Transform=InitImplicitFlow --InitImplicitFlowCount=... has been called to create the signal handlers. Default=all options.
  • counter = Copy a variable by counting up to its value.
  • counter_signal = Copy a variable by counting up to its value in a signal handler.
  • bitcopy_unrolled = Copy a variable bit-by-bit, each bit tested by an if-statement.
  • bitcopy_loop = Loop over the bits in a variable and copy each bit by testing in an if-statement.
  • bitcopy_signal = Loop over the bits in a variable and copy each bit in a signal handler.
  • * = Same as all options turned on.
--JitObfuscateHandle BOOLSPEC Add an opaque predicate to the generated function handle. Default=false.
--JitObfuscateArguments BOOLSPEC Add bogus arguments and opaque predicates to the jit_add_op function calls. Default=false.
--JitDumpOpcodes INTSPEC Print the jitter's bytecode. OR the numeric arguments together, or 0 for no dumping. Default=0.
  • 0x01 = JIT_DEBUG_OPS
  • 0x02 = JIT_DEBUG_CODE
  • 0x04 = JIT_DEBUG_COMBINED
  • 0x08 = JIT_DEBUG_COMPILABLE
  • 0x100 = JIT_DEBUG_LOADS
  • 0x200 = JIT_DEBUG_ASSOC
  • 0x400 = JIT_DEBUG_LIVENESS
--JitTrace INTSPEC Insert runtime tracing of instructions. Set to 1 to turn it on. Default=0.
--JitTraceExec BOOLSPEC Annotate each instruction, showing from where it was generated, and the results of execution. Default=false.
--JitDumpTree BOOLSPEC Print the tree representation of the function, prior to generating the jitting code." Default=false.
--JitDumpCFG BOOLSPEC Print the jitter's Control Flow Graph. Default=false.
--JitAnnotateTree BOOLSPEC Annotate the generated code with the corresponding intermediate tree code instructions." Default=false.
--JitDumpIntermediate BOOLSPEC Print the generated intermediate code at translation time." Default=false.
--JitRandomizeBlocks BOOLSPEC Randomize the order of basic blocks Default=true.

 

Issues

  • Soft encoding is not yet fully implemented.
  • The jit library contains much extra code. All jitting functions have a jit_ prefix. These functions need also to be obfuscated in order to protect the jitted function itself.
  • The jitting library contains debug routines that can give away much information. Future versions of Tigress will remove these routines from production code.
  • While opcodes are randomized, the frequency of instructions can give away much information. For example, if opcode 0x42 is very common, it's more likely to be an ADD than, say, a DIV instruction.
  • Note that once you've included a jitting transformation your code is no longer portable: your program will generate runtime code only for one particular target.
  • There seems to be some loss in floating point accuracy when using float types. I think this might be because there are extra conversion instruction generated my MyJit. The fix is to use double instead.
 

Permanent Issues

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These are issues with jitted code that will probably never be resolved:

  • Functions that call __builtin_* functions cannot be jitted since these have to be called directly. This includes functions that call, for example, alloca implicitly (this is taken from gcc's torture test 920721-2.c):
  • f(){}
    main(){int n=2;double x[n];f();exit(0);}
    
  • Functions that pass structures as by value arguments to non-jitted functions cannot themselves be jitted. The reason is that the MyJit library does not support this functionality. Smaller structs (those no larger than 2 longs) may work. Sometimes. Maybe.
 

Acknowledgments

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This feature of Tigress is based on the MyJit library by Petr Krajča. We are indebted to Petr for his hard work modifying MyJit to fit our needs.