Ira Kemelmacher-Shlizerman

90 papers A* 30Journal 50Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Susung Hong, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2025 conf
ICCVW
Mengyi Shan, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2025 J jnl
CoRR
Mengyi Shan, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2025 J jnl
CoRR
Bowei Chen, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2025 A* conf
ICLR
Xiaojuan Wang, Boyang Zhou, Brian Curless, Ira Kemelmacher-Shlizerman, Aleksander Holynski, Steven M. Seitz
2025 J jnl
CoRR
Johanna Suvi Karras, Yingwei Li, Yasamin Jafarian, Ira Kemelmacher-Shlizerman
2025 J jnl
CoRR
Hanwen Zhao, John Akers, Baback Elmieh, Ira Kemelmacher-Shlizerman
2025 J jnl
CoRR
Susung Hong, Ira Kemelmacher-Shlizerman, Brian Curless, Steven M. Seitz
2025 A* conf
CVPR
Susung Hong, Johanna Suvi Karras, Ricardo Martin-Brualla, Ira Kemelmacher-Shlizerman
2025 J jnl
CoRR
Sandeep Mishra, Yasamin Jafarian, Andreas Lugmayr, Yingwei Li, Varsha Ramakrishnan, Srivatsan Varadharajan, Alan C. Bovik, Ira Kemelmacher-Shlizerman
2025 J jnl
CoRR
Litu Rout, Andreas Lugmayr, Yasamin Jafarian, Srivatsan Varadharajan, Constantine Caramanis, Sanjay Shakkottai, Ira Kemelmacher-Shlizerman
2025 A* conf
SIGGRAPH Asia
Jingwei Ma, Vivek Jayaram, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2025 J jnl
CoRR
Jingwei Ma, Vivek Jayaram, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2024 J jnl
CoRR
Vivek Jayaram, Ira Kemelmacher-Shlizerman, Steven M. Seitz, John Thickstun
2024 J jnl
CoRR
Alice Gao, Samyukta Jayakumar, Marcello Maniglia, Brian Curless, Ira Kemelmacher-Shlizerman, Aaron R. Seitz, Steven M. Seitz
2024 A* conf
SIGGRAPH Asia
Johanna Suvi Karras, Yingwei Li, Nan Liu, Luyang Zhu, Innfarn Yoo, Andreas Lugmayr, Chris Lee, Ira Kemelmacher-Shlizerman
2024 J jnl
CoRR
Johanna Suvi Karras, Yingwei Li, Nan Liu, Luyang Zhu, Innfarn Yoo, Andreas Lugmayr, Chris Lee, Ira Kemelmacher-Shlizerman
2024 J jnl
CoRR
Xiaojuan Wang, Boyang Zhou, Brian Curless, Ira Kemelmacher-Shlizerman, Aleksander Holynski, Steven M. Seitz
2024 A* conf
CVPR
Xiaojuan Wang, Janne Kontkanen, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman, Ben Mildenhall, Pratul P. Srinivasan, Dor Verbin, Aleksander Holynski
2024 A* conf
SIGGRAPH Asia
Bowei Chen, Yifan Wang, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2024 J jnl
CoRR
Bowei Chen, Yifan Wang, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2024 A* conf
CVPR
Luyang Zhu, Yingwei Li, Nan Liu, Hao Peng, Dawei Yang, Ira Kemelmacher-Shlizerman
2024 J jnl
CoRR
Luyang Zhu, Yingwei Li, Nan Liu, Hao Peng, Dawei Yang, Ira Kemelmacher-Shlizerman
2024 J jnl
CoRR
Susung Hong, Johanna Suvi Karras, Ricardo Martin-Brualla, Ira Kemelmacher-Shlizerman
2024 A* conf
CVPR
Bowei Chen, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2023 A* conf
SIGGRAPH Asia
Mengyi Shan, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2023 J jnl
CoRR
Mengyi Shan, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2023 A* conf
ICCV
Johanna Suvi Karras, Aleksander Holynski, Ting-Chun Wang, Ira Kemelmacher-Shlizerman
2023 J jnl
CoRR
Johanna Suvi Karras, Aleksander Holynski, Ting-Chun Wang, Ira Kemelmacher-Shlizerman
2023 A* conf
UIST
Vivek Jayaram, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2023 A* conf
CVPR
Chung-Yi Weng, Pratul P. Srinivasan, Brian Curless, Ira Kemelmacher-Shlizerman
2023 J jnl
CoRR
Chung-Yi Weng, Pratul P. Srinivasan, Brian Curless, Ira Kemelmacher-Shlizerman
2023 J jnl
CoRR
Bowei Chen, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2023 A* conf
CVPR
Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
2023 J jnl
CoRR
Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
2022 J jnl
CoRR
Ishan Chatterjee, Maruchi Kim, Vivek Jayaram, Shyamnath Gollakota, Ira Kemelmacher-Shlizerman, Shwetak N. Patel, Steven M. Seitz
2022 A* conf
CVPR
Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan, Jonathan T. Barron, Ira Kemelmacher-Shlizerman
2022 J jnl
CoRR
Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan, Jonathan T. Barron, Ira Kemelmacher-Shlizerman
2022 A* conf
CVPR
Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman
2021 A* conf
ICCV
Soumyadip Sengupta, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2021 J jnl
CoRR
Soumyadip Sengupta, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2021 A* conf
CVPR
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian L. Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2021 J jnl
CoRR
Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman
2021 J jnl
ACM Trans. Graph.
Kathleen M. Lewis, Srivatsan Varadharajan, Ira Kemelmacher-Shlizerman
2021 J jnl
CoRR
Kathleen M. Lewis, Srivatsan Varadharajan, Ira Kemelmacher-Shlizerman
2020 A* conf
CVPR
Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 conf
ECCV (6)
Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, Ira Kemelmacher-Shlizerman
2020 conf
SUI
John Akers, Joelle Zimmermann, Laura C. Trutoiu, Brian Schowengerdt, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 conf
ECCV (5)
Luyang Zhu, Konstantinos Rematas, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Luyang Zhu, Konstantinos Rematas, Brian Curless, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 A* conf
NeurIPS
Teerapat Jenrungrot, Vivek Jayaram, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Teerapat Jenrungrot, Vivek Jayaram, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2020 J jnl
CoRR
Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman
2019 A* conf
CVPR
Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman
2018 J jnl
CoRR
Shu Liang, Ira Kemelmacher-Shlizerman, Linda G. Shapiro
2018 A* conf
CVPR
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman
2018 J jnl
CoRR
Shu Liang, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2018 J jnl
CoRR
Chung-Yi Weng, Brian Curless, Ira Kemelmacher-Shlizerman
2018 A* conf
CVPR
Konstantinos Rematas, Ira Kemelmacher-Shlizerman, Brian Curless, Steven M. Seitz
2018 J jnl
CoRR
Konstantinos Rematas, Ira Kemelmacher-Shlizerman, Brian Curless, Steven M. Seitz
2018 J jnl
CoRR
Shu Liang, Xiufeng Huang, Xianyu Meng, Kunyao Chen, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2018 J jnl
ACM Trans. Graph.
Shu Liang, Xiufeng Huang, Xianyu Meng, Kunyao Chen, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2017 J jnl
CoRR
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman
2017 A* conf
CVPR
Aaron Nech, Ira Kemelmacher-Shlizerman
2017 J jnl
CoRR
Aaron Nech, Ira Kemelmacher-Shlizerman
2017 J jnl
ACM Trans. Graph.
Supasorn Suwajanakorn, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2016 conf
ECCV (2)
Shu Liang, Linda G. Shapiro, Ira Kemelmacher-Shlizerman
2016 A* conf
CVPR
Ira Kemelmacher-Shlizerman, Steven M. Seitz, Daniel Miller, Evan Brossard
2016 J jnl
ACM Trans. Graph.
Ira Kemelmacher-Shlizerman
2015 J jnl
CoRR
Daniel Miller, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2015 J jnl
CoRR
Ira Kemelmacher-Shlizerman, Steven M. Seitz, Daniel Miller, Evan Brossard
2015 J jnl
CoRR
Supasorn Suwajanakorn, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2015 A* conf
ICCV
Supasorn Suwajanakorn, Steven M. Seitz, Ira Kemelmacher-Shlizerman
2014 conf
3DV
Shu Liang, Ira Kemelmacher-Shlizerman, Linda G. Shapiro
2014 A* conf
CVPR
Ira Kemelmacher-Shlizerman, Supasorn Suwajanakorn, Steven M. Seitz
2014 J jnl
Commun. ACM
Ira Kemelmacher-Shlizerman, Eli Shechtman, Rahul Garg, Steven M. Seitz
2014 conf
ECCV (4)
Supasorn Suwajanakorn, Ira Kemelmacher-Shlizerman, Steven M. Seitz
2013 ch.
Shape Perception in Human and Computer Vision
Ira Kemelmacher-Shlizerman, Ronen Basri, Boaz Nadler
2013 A* conf
ICCV
Ira Kemelmacher-Shlizerman
2012 A* conf
CVPR
Ira Kemelmacher-Shlizerman, Steven M. Seitz
2012 conf
3DIMPVT
Mica Arie-Nachimson, Shahar Z. Kovalsky, Ira Kemelmacher-Shlizerman, Amit Singer, Ronen Basri
2011 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Ira Kemelmacher-Shlizerman, Ronen Basri
2011 J jnl
ACM Trans. Graph.
Ira Kemelmacher-Shlizerman, Eli Shechtman, Rahul Garg, Steven M. Seitz
2011 A* conf
ICCV
Ira Kemelmacher-Shlizerman, Steven M. Seitz
2010 conf
ECCV (1)
Ira Kemelmacher-Shlizerman, Aditya Sankar, Eli Shechtman, Steven M. Seitz
2008 A* conf
CVPR
Ira Kemelmacher-Shlizerman, Ronen Basri, Boaz Nadler
2007 J jnl
ACM Trans. Graph.
Dhruv Mahajan, Ira Kemelmacher-Shlizerman, Ravi Ramamoorthi, Peter N. Belhumeur
tests/unit/test_apk_method_extractor.py
← Index tests/unit/test_apk_method_extractor.py python
"""
Unit tests for APK method-level content extraction, hashing, and similarity.

Tests SHA-256 normalization, ssdeep/TLSH computation, obfuscation detection,
and Dalvik-to-Java type conversion.
"""
import pytest

pytestmark = [pytest.mark.unit, pytest.mark.apk, pytest.mark.decompile]


class TestHashingFunctions:
    """Tests for hashing utility functions."""

    def test_sha256_deterministic(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        h1 = compute_sha256("invoke-virtual {p0}, Lcom/Foo;->bar()V")
        h2 = compute_sha256("invoke-virtual {p0}, Lcom/Foo;->bar()V")
        assert h1 == h2

    def test_sha256_hex_length(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        assert len(compute_sha256("test")) == 64

    def test_sha256_different_inputs(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_sha256
        assert compute_sha256("aaa") != compute_sha256("bbb")

    def test_ssdeep_none_for_short(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_ssdeep
        assert compute_ssdeep("short") is None

    def test_tlsh_none_for_short(self):
        from redb.extractors.decompiler.apk.method_extractor import compute_tlsh
        assert compute_tlsh("x") is None


class TestObfuscationDetection:
    """Tests for obfuscation indicator detection."""

    def test_short_method_name_single_char(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("a", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is True

    def test_short_method_name_two_chars(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("ab", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is True

    def test_normal_method_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("onCreate", "Lcom/Foo;", "", 10)
        assert r["short_method_name"] is False

    def test_short_class_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("foo", "Lcom/a;", "", 10)
        assert r["short_class_name"] is True

    def test_normal_class_name(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        r = detect_obfuscation_indicators("foo", "Lcom/example/MainActivity;", "", 10)
        assert r["short_class_name"] is False

    def test_string_encryption_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = (
            'const-string v0, "xyz"\n'
            'invoke-static {v0}, Lcom/Enc;->decrypt(Ljava/lang/String;)Ljava/lang/String;\n'
        )
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_string_encryption"] is True

    def test_no_string_encryption(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'const-string v0, "hello"\ninvoke-virtual {v0}, Ljava/lang/String;->length()I'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_string_encryption"] is False

    def test_reflection_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'invoke-virtual {v0, v1}, Ljava/lang/Class;->forName(Ljava/lang/String;)Ljava/lang/Class;'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_reflection_calls"] is True

    def test_no_reflection(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = 'invoke-virtual {p0}, Lcom/Foo;->bar()V'
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 10)
        assert r["has_reflection_calls"] is False

    def test_excessive_goto_detected(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "\n".join(["goto :label"] * 10)
        # threshold = max(5, 20*0.15=3) = 5, 10 > 5
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 20)
        assert r["excessive_goto_count"] is True

    def test_no_excessive_goto(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "goto :label\nreturn-void"
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 100)
        assert r["excessive_goto_count"] is False

    def test_goto_16_counted(self):
        from redb.extractors.decompiler.apk.method_extractor import detect_obfuscation_indicators
        smali = "\n".join(["goto/16 :label"] * 10)
        r = detect_obfuscation_indicators("m", "Lcom/Foo;", smali, 20)
        assert r["excessive_goto_count"] is True


class TestDalvikTypeConversion:
    """Tests for Dalvik-to-Java type conversion."""

    def test_void(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("V") == "void"

    def test_primitives(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("I") == "int"
        assert dalvik_type_to_java("Z") == "boolean"
        assert dalvik_type_to_java("J") == "long"
        assert dalvik_type_to_java("F") == "float"
        assert dalvik_type_to_java("D") == "double"
        assert dalvik_type_to_java("B") == "byte"
        assert dalvik_type_to_java("S") == "short"
        assert dalvik_type_to_java("C") == "char"

    def test_object_type(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("Ljava/lang/String;") == "String"
        assert dalvik_type_to_java("Lcom/example/Foo;") == "Foo"

    def test_array_type(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("[I") == "int[]"
        assert dalvik_type_to_java("[Ljava/lang/String;") == "String[]"

    def test_empty_returns_void(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_type_to_java
        assert dalvik_type_to_java("") == "void"


class TestJavaPrototypeConversion:
    """Tests for method signature to Java prototype conversion."""

    def test_simple_method(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        assert dalvik_to_java_prototype("foo", "()V") == "void foo()"

    def test_method_with_params(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("bar", "(ILjava/lang/String;)Z")
        assert result == "boolean bar(int, String)"

    def test_method_returning_object(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("create", "()Lcom/example/Foo;")
        assert result == "Foo create()"

    def test_empty_signature(self):
        from redb.extractors.decompiler.apk.method_extractor import dalvik_to_java_prototype
        result = dalvik_to_java_prototype("m", "")
        assert "m()" in result


class TestDalvikParamParsing:
    """Tests for parsing Dalvik parameter descriptors."""

    def test_empty(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("") == []

    def test_single_primitive(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("I") == ["I"]

    def test_multiple_primitives(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("IZJ") == ["I", "Z", "J"]

    def test_single_object(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        assert _parse_dalvik_params("Ljava/lang/String;") == ["Ljava/lang/String;"]

    def test_mixed(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("ILjava/lang/String;Z")
        assert result == ["I", "Ljava/lang/String;", "Z"]

    def test_arrays(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("[I[Ljava/lang/String;")
        assert result == ["[I", "[Ljava/lang/String;"]

    def test_two_objects(self):
        from redb.extractors.decompiler.apk.method_extractor import _parse_dalvik_params
        result = _parse_dalvik_params("Landroid/os/Bundle;Ljava/lang/String;")
        assert len(result) == 2