Raman K. Mehra

74 papers A* 3A 2B 1C 35Journal 12Unranked 19
YearRankTypeTitle / Venue / Authors
2013 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2011 J jnl
IEEE Trans. Aerosp. Electron. Syst.
Lingji Chen, Nima Moshtagh, Raman K. Mehra
2011 conf
MILCOM
Michael Perloff, Rajesh Krishnan, Ram Ramanathan, Carlos Gutiérrez, Bruce Metcalf, David Krzysiak, Raman K. Mehra
2010 J jnl
IEEE Trans. Control. Syst. Technol.
Jovan D. Boskovic, Raman K. Mehra
2010 A* conf
ICRA
Nima Moshtagh, Raman K. Mehra, Mehran Mesbahi
2009 C conf
ACC
Lingji Chen, Jayesh Amin, Raman K. Mehra
2009 conf
CDC
Nima Moshtagh, Lingji Chen, Raman K. Mehra
2008 C conf
ACC
Jovan D. Boskovic, Joseph A. Jackson, Raman K. Mehra, Nhan T. Nguyen
2008 C conf
ACC
Jovan D. Boskovic, Nathan Knoebel, Raman K. Mehra
2008 J jnl
Inf. Fusion
João B. D. Cabrera, Carlos Gutiérrez, Raman K. Mehra
2008 ch.
Learning Classifier Systems in Data Mining
Avinash Gandhe, Ssu-Hsin Yu, Raman K. Mehra, Robert Elliott Smith
2007 J jnl
Int. J. Robotics Res.
Cornel Sultan, Sanjeev Seereeram, Raman K. Mehra
2007 A conf
GECCO
Avinash Gandhe, Ssu-Hsin Yu, Raman K. Mehra, Robert E. Smith
2007 J jnl
IEEE Trans. Autom. Control.
Lingji Chen, Chihoon Lee, Raman K. Mehra
2007 C conf
ACC
Jovan D. Boskovic, Joshua Redding, Raman K. Mehra
2007 J jnl
Inf. Fusion
B. Ravichandran, Avinash Gandhe, Robert E. Smith, Raman K. Mehra
2007 C conf
ACC
Jovan D. Boskovic, Joshua Redding, Raman K. Mehra
2007 J jnl
IEEE Commun. Lett.
João B. D. Cabrera, Ram Ramanathan, Carlos Gutiérrez, Raman K. Mehra
2006 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2006 A* conf
ICRA
Jeffrey Byrne, Martin Cosgrove, Raman K. Mehra
2005 C conf
ACC
Jovan D. Boskovic, Sarah E. Bergstrom, Raman K. Mehra
2005 C conf
ACC
David W. Casbeer, Randal W. Beard, Timothy W. McLain, Sai-Ming Li, Raman K. Mehra
2005 C conf
ACC
Jovan D. Boskovic, Sarah E. Bergstrom, Raman K. Mehra
2004 J jnl
J. Aerosp. Comput. Inf. Commun.
Jovan D. Boskovic, Ravi K. Prasanth, Raman K. Mehra
2004 C conf
ACC
Ravi K. Prasanth, Lingji Chen, Jovan D. Boskovic, Raman K. Mehra
2004 conf
CDC
Cornel Sultan, Sanjeev Seereeram, Raman K. Mehra
2004 C conf
ACC
Cornel Sultan, Sanjeev Seereeram, Raman K. Mehra, Fred Y. Hadaegh
2004 A* conf
ICRA
Cornel Sultan, Sanjeev Seereeram, Raman K. Mehra
2004 conf
CDC
João B. D. Cabrera, Jaykumar Gosar, Wenke Lee, Raman K. Mehra
2004 C conf
ACC
Ravi K. Prasanth, João B. D. Cabrera, Jayesh Amin, Raman K. Mehra, Russell Purtell, Robert Elliott Smith
2003 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2003 C conf
ACC
Lingji Chen, Raman K. Mehra
2003 conf
Integrated Network Management
João B. D. Cabrera, Lundy M. Lewis, Xinzhou Qin, Carlos Gutiérrez, Wenke Lee, Raman K. Mehra
2003 C conf
ACC
Lingji Chen, Sanjeev Seereeram, Raman K. Mehra
2003 C conf
ACC
Ravi K. Prasanth, Sarah E. Bergstrom, Jovan D. Boskovic, Raman K. Mehra
2002 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2002 C conf
ACC
Jovan D. Boskovic, Ravi K. Prasanth, Raman K. Mehra
2002 conf
CDC
Jovan D. Boskovic, Raman K. Mehra
2002 C conf
ACC
Sai-Ming Li, Jovan D. Boskovic, Sanjeev Seereeram, Ravi K. Prasanth, Jayesh Amin, Raman K. Mehra, Randal W. Beard, Timothy W. McLain
2002 conf
Data Mining and Knowledge Discovery: Theory, Tools, and Technology
Sai-Ming Li, Sanjeev Seereeram, Raman K. Mehra, Chris Miles
2002 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2002 conf
CDC
João B. D. Cabrera, Raman K. Mehra
2002 conf
CDC
Jovan D. Boskovic, Bo Ling, Ravi K. Prasanth, Raman K. Mehra
2002 J jnl
IEEE Trans. Autom. Control.
Lingji Chen, Pablo O. Arambel, Raman K. Mehra
2002 A conf
SDM
João B. D. Cabrera, Raman K. Mehra
2002 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2002 C conf
ACC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2002 C conf
ACC
Ravi K. Prasanth, Jovan D. Boskovic, Raman K. Mehra
2002 conf
CDC
Jovan D. Boskovic, Raman K. Mehra
2002 conf
CDC
João B. D. Cabrera, Wenke Lee, Ravi K. Prasanth, Lundy M. Lewis, Raman K. Mehra
2002 J jnl
J. Netw. Syst. Manag.
João B. D. Cabrera, Lundy M. Lewis, Xinzhou Qin, Wenke Lee, Raman K. Mehra
2002 ch.
Applications of Data Mining in Computer Security
João B. D. Cabrera, Lundy M. Lewis, Xinzhou Qin, Wenke Lee, Raman K. Mehra
2002 C conf
ACC
Jovan D. Boskvic, Raman K. Mehra
2001 C conf
ACC
Jovan D. Boskovic, Raman K. Mehra
2001 C conf
ACC
Jovan D. Bogkovic, Lingji Chen, Raman K. Mehra
2001 conf
CDC
Jovan D. Boskovic, Raman K. Mehra
2001 C conf
ACC
Pablo O. Arambel, Constantino Rago, Raman K. Mehra
2001 J jnl
SIGMOD Rec.
João B. D. Cabrera, Lundy M. Lewis, Raman K. Mehra
2001 C conf
ACC
Ravi K. Prasanth, Raman K. Mehra, R. L. Bennett, R. Brown
2001 conf
CDC
Ravi K. Prasanth, Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2001 conf
CDC
Jovan D. Boskovic, Lingji Chen, Raman K. Mehra
2001 C conf
ACC
Pablo O. Arambel, Raman K. Mehra, Bradley Beeson, Chris Lavigna, Harry G. Kwatny, Michael S. Mattice, Robert C. Testa
2001 C conf
ACC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2001 conf
Integrated Network Management
João B. D. Cabrera, Lundy M. Lewis, Xinzhou Qin, Wenke Lee, Ravi K. Prasanth, Ravi Ravichandran, Raman K. Mehra
2001 C conf
ACC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2001 conf
CDC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2001 conf
EvoWorkshops
Robert E. Smith, Bruce A. Dike, B. Ravichandran, Adel El-Fallah, Raman K. Mehra
2000 C conf
ACC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2000 conf
CDC
Raman K. Mehra, Michael Perloff
2000 C conf
ACC
Jovan D. Boskovic, Sai-Ming Li, Raman K. Mehra
2000 C conf
ACC
Pablo O. Arambel, Vikram Manikonda, Raman K. Mehra
2000 B conf
MASCOTS
João B. D. Cabrera, B. Ravichandran, Raman K. Mehra
1999 conf
Learning Classifier Systems
Robert E. Smith, Bruce A. Dike, B. Ravichandran, Adel El-Fallah, Raman K. Mehra
1982 J jnl
Autom.
Ramine Rouhani, Raman K. Mehra
redb/extractors/decompiler/apk/smali_parser.py
← Index redb/extractors/decompiler/apk/smali_parser.py python
"""Smali file parser — extracts individual method bodies from apktool output.

Parses .smali files produced by apktool and extracts per-method bodies,
instruction counts, and register counts.
"""

import os
import re
from dataclasses import dataclass, field
from typing import Dict, List, Optional


@dataclass
class SmaliMethod:
    """Parsed smali method data."""
    class_name: str
    method_name: str
    method_signature: str
    body: str
    instruction_count: int = 0
    register_count: int = 0
    access_flags: List[str] = field(default_factory=list)


# Directives start with '.' — these are metadata, not instructions
_DIRECTIVE_RE = re.compile(r"^\s*\.")
# Labels start with ':'
_LABEL_RE = re.compile(r"^\s*:")
# Blank or comment lines
_BLANK_OR_COMMENT_RE = re.compile(r"^\s*(#.*)?$")
# Method declaration
_METHOD_START_RE = re.compile(
    r"^\.method\s+(.*?)\s+(\S+)\(([^)]*)\)(\S+)\s*$"
)
_METHOD_START_SIMPLE_RE = re.compile(
    r"^\.method\s+(.*)"
)
# .registers or .locals directive
_REGISTERS_RE = re.compile(r"^\s*\.registers\s+(\d+)")
_LOCALS_RE = re.compile(r"^\s*\.locals\s+(\d+)")
# .line directive
_LINE_RE = re.compile(r"^\s*\.line\s+\d+")


class SmaliParser:
    """Parser for apktool smali output files."""

    @staticmethod
    def parse_smali_file(filepath: str) -> List[SmaliMethod]:
        """Parse a single .smali file and return list of methods.

        Each .smali file contains one class with all its methods.
        """
        with open(filepath, "r", encoding="utf-8", errors="replace") as f:
            content = f.read()

        return SmaliParser._parse_smali_content(content, filepath)

    @staticmethod
    def _parse_smali_content(content: str, source: str = "") -> List[SmaliMethod]:
        """Parse smali text content and extract methods."""
        lines = content.split("\n")
        methods = []

        # Extract class name from .class directive
        class_name = ""
        for line in lines:
            if line.startswith(".class "):
                parts = line.split()
                class_name = parts[-1]  # Last token is the class descriptor
                break

        in_method = False
        method_lines = []
        method_header = ""
        access_flags = []
        skip_method = False

        for line in lines:
            if line.startswith(".method "):
                in_method = True
                method_lines = []
                method_header = line
                skip_method = False

                # Parse access flags and method signature
                remainder = line[len(".method "):].strip()
                tokens = remainder.split()
                access_flags = []
                method_sig_token = tokens[-1] if tokens else ""

                for t in tokens[:-1]:
                    access_flags.append(t)

                # Skip abstract and native methods (no body)
                if "abstract" in access_flags or "native" in access_flags:
                    skip_method = True

            elif line.startswith(".end method"):
                if in_method and not skip_method:
                    body = "\n".join(method_lines)
                    method_name, signature = SmaliParser._parse_method_sig(
                        method_header
                    )
                    instruction_count = SmaliParser.count_instructions(body)
                    register_count = SmaliParser._extract_register_count(body)

                    methods.append(
                        SmaliMethod(
                            class_name=class_name,
                            method_name=method_name,
                            method_signature=signature,
                            body=body,
                            instruction_count=instruction_count,
                            register_count=register_count,
                            access_flags=access_flags,
                        )
                    )
                in_method = False
                method_lines = []
                access_flags = []

            elif in_method and not skip_method:
                method_lines.append(line)

        return methods

    @staticmethod
    def parse_smali_directory(dirpath: str) -> Dict[str, SmaliMethod]:
        """Parse all .smali files in a directory tree.

        Returns dict keyed by 'ClassName->methodName(signature)ReturnType'.
        """
        result = {}
        for root, _dirs, files in os.walk(dirpath):
            for fname in files:
                if fname.endswith(".smali"):
                    fpath = os.path.join(root, fname)
                    try:
                        methods = SmaliParser.parse_smali_file(fpath)
                        for m in methods:
                            key = SmaliParser.make_method_key(
                                m.class_name, m.method_name, m.method_signature
                            )
                            result[key] = m
                    except Exception:
                        continue
        return result

    @staticmethod
    def normalize_smali_body(body: str) -> str:
        """Normalize smali body for consistent hashing.

        Strips comments, .line directives, normalizes whitespace.
        """
        lines = []
        for line in body.split("\n"):
            stripped = line.strip()
            # Skip empty lines, comments, and .line directives
            if not stripped or stripped.startswith("#"):
                continue
            if _LINE_RE.match(stripped):
                continue
            lines.append(stripped)
        return "\n".join(lines)

    @staticmethod
    def count_instructions(body: str) -> int:
        """Count actual Dalvik instructions (skip directives, labels, blanks)."""
        count = 0
        for line in body.split("\n"):
            stripped = line.strip()
            if not stripped:
                continue
            if _DIRECTIVE_RE.match(stripped):
                continue
            if _LABEL_RE.match(stripped):
                continue
            if _BLANK_OR_COMMENT_RE.match(stripped):
                continue
            count += 1
        return count

    @staticmethod
    def _extract_register_count(body: str) -> int:
        """Extract register count from .registers or .locals directive.

        apktool outputs .locals (local registers only) by default.
        .registers (total = locals + params) is used with --use-registers.
        We return whichever is present.
        """
        for line in body.split("\n"):
            stripped = line.strip()
            m = _REGISTERS_RE.match(stripped)
            if m:
                return int(m.group(1))
            m = _LOCALS_RE.match(stripped)
            if m:
                return int(m.group(1))
        return 0

    @staticmethod
    def _parse_method_sig(header_line: str) -> tuple:
        """Parse method name and signature from .method header line.

        Input: '.method public onCreate(Landroid/os/Bundle;)V'
        Returns: ('onCreate', '(Landroid/os/Bundle;)V')
        """
        remainder = header_line[len(".method "):].strip()
        tokens = remainder.split()
        if not tokens:
            return ("unknown", "()")

        # Last token contains methodName(params)returnType
        method_part = tokens[-1]

        paren_idx = method_part.find("(")
        if paren_idx == -1:
            return (method_part, "()")

        method_name = method_part[:paren_idx]
        signature = method_part[paren_idx:]

        return (method_name, signature)

    @staticmethod
    def make_method_key(class_name: str, method_name: str, signature: str) -> str:
        """Build a canonical method key for cross-tool matching.

        Format: 'Lcom/example/Foo;->methodName(params)ReturnType'
        """
        return f"{class_name}->{method_name}{signature}"